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arlbench

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2
DuDie72 commited on
Commit
b95fcab
·
1 Parent(s): 9540d6d

renamed budget column to training_steps

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Files changed (50) hide show
  1. landscapes/atari_battle_zone_dqn.csv +1 -1
  2. landscapes/atari_battle_zone_ppo.csv +1 -1
  3. landscapes/atari_double_dunk_dqn.csv +1 -1
  4. landscapes/atari_double_dunk_ppo.csv +1 -1
  5. landscapes/atari_phoenix_dqn.csv +1 -1
  6. landscapes/atari_phoenix_ppo.csv +1 -1
  7. landscapes/atari_qbert_dqn.csv +1 -1
  8. landscapes/atari_qbert_ppo.csv +1 -1
  9. landscapes/atari_this_game_dqn.csv +1 -1
  10. landscapes/atari_this_game_ppo.csv +1 -1
  11. landscapes/box2d_bipedal_walker_ppo.csv +1 -1
  12. landscapes/box2d_bipedal_walker_sac.csv +1 -1
  13. landscapes/box2d_continuous_lunar_lander_ppo.csv +1 -1
  14. landscapes/box2d_continuous_lunar_lander_sac.csv +1 -1
  15. landscapes/box2d_lunar_lander_dqn.csv +1 -1
  16. landscapes/box2d_lunar_lander_ppo.csv +1 -1
  17. landscapes/brax_ant_ppo.csv +1 -1
  18. landscapes/brax_ant_sac.csv +1 -1
  19. landscapes/brax_halfcheetah_ppo.csv +1 -1
  20. landscapes/brax_halfcheetah_sac.csv +1 -1
  21. landscapes/brax_hopper_ppo.csv +1 -1
  22. landscapes/brax_hopper_sac.csv +1 -1
  23. landscapes/brax_humanoid_ppo.csv +1 -1
  24. landscapes/brax_humanoid_sac.csv +1 -1
  25. landscapes/cc_acrobot_dqn.csv +1 -1
  26. landscapes/cc_acrobot_ppo.csv +1 -1
  27. landscapes/cc_cartpole_dqn.csv +1 -1
  28. landscapes/cc_cartpole_ppo.csv +1 -1
  29. landscapes/cc_continuous_mountain_car_ppo.csv +1 -1
  30. landscapes/cc_continuous_mountain_car_sac.csv +1 -1
  31. landscapes/cc_mountain_car_dqn.csv +1 -1
  32. landscapes/cc_mountain_car_ppo.csv +1 -1
  33. landscapes/cc_pendulum_ppo.csv +1 -1
  34. landscapes/cc_pendulum_sac.csv +1 -1
  35. landscapes/minigrid_door_key_dqn.csv +1 -1
  36. landscapes/minigrid_door_key_ppo.csv +1 -1
  37. landscapes/minigrid_empty_random_dqn.csv +1 -1
  38. landscapes/minigrid_empty_random_ppo.csv +1 -1
  39. landscapes/minigrid_four_rooms_dqn.csv +1 -1
  40. landscapes/minigrid_four_rooms_ppo.csv +1 -1
  41. landscapes/minigrid_unlock_dqn.csv +1 -1
  42. landscapes/minigrid_unlock_ppo.csv +1 -1
  43. pbt/atari_battle_zone_dqn.csv +1 -1
  44. pbt/atari_battle_zone_ppo.csv +1 -1
  45. pbt/atari_double_dunk_dqn.csv +1 -1
  46. pbt/atari_double_dunk_ppo.csv +1 -1
  47. pbt/atari_phoenix_dqn.csv +1 -1
  48. pbt/atari_phoenix_ppo.csv +1 -1
  49. pbt/atari_qbert_dqn.csv +1 -1
  50. pbt/atari_qbert_ppo.csv +1 -1
landscapes/atari_battle_zone_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,0.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,1523.4375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,0.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,0.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,1523.4375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,0.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
landscapes/atari_battle_zone_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000.0,4742.1875,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000.0,2851.5625,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000.0,6585.9375,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000.0,4742.1875,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000.0,2851.5625,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000.0,6585.9375,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/atari_double_dunk_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,-22.703125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,-20.421875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,-21.90625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,-22.703125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,-20.421875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,-21.90625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
landscapes/atari_double_dunk_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000,-17.65625,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000,-18.09375,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000,-17.703125,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000,-17.65625,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000,-18.09375,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000,-17.703125,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/atari_phoenix_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,27.1875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,46.71875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,16.71875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,27.1875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,46.71875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,16.71875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
landscapes/atari_phoenix_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000,2692.6562,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000,2924.8438,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000,3923.9844,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000,2692.6562,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000,2924.8438,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000,3923.9844,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/atari_qbert_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,125.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,0.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,150.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,125.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,0.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,150.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
landscapes/atari_qbert_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000,594.33594,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000,814.64844,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000,2240.2344,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000,594.33594,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000,814.64844,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000,2240.2344,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/atari_this_game_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,1702.5,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,1053.5938,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,4693.828,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,1000000,1702.5,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
3
  0,2000000,1053.5938,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
4
  0,3000000,4693.828,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
landscapes/atari_this_game_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000,2540.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000,3692.7344,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000,3602.0312,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,1000000,2540.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,2000000,3692.7344,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,3000000,3602.0312,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/box2d_bipedal_walker_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-95.311615,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,-139.22238,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,-141.4607,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-95.311615,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,-139.22238,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,-141.4607,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
landscapes/box2d_bipedal_walker_sac.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,50000,-66.177124,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
3
  0,100000,-84.66918,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
4
  0,150000,144.61823,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,50000,-66.177124,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
3
  0,100000,-84.66918,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
4
  0,150000,144.61823,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
landscapes/box2d_continuous_lunar_lander_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-32.927353,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,-109.3015,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,-10.522735,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-32.927353,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,-109.3015,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,-10.522735,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
landscapes/box2d_continuous_lunar_lander_sac.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,50000,-109.95143,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
3
  0,100000,71.57119,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
4
  0,150000,62.20311,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,50000,-109.95143,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
3
  0,100000,71.57119,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
4
  0,150000,62.20311,256,False,301789,0.00053017,3471,1.95788972,True,,,,0.79380779,9
landscapes/box2d_lunar_lander_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,10000,-157.84781,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,20000,-153.70709,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,30000,-138.42346,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,10000,-157.84781,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,20000,-153.70709,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,30000,-138.42346,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
landscapes/box2d_lunar_lander_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-97.33099,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,-149.90744,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,-138.58966,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-97.33099,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,-149.90744,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,-138.58966,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
landscapes/brax_ant_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,5000000,-10.08146,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
3
  0,10000000,-10.339804,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
4
  0,15000000,-10.844503,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,5000000,-10.08146,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
3
  0,10000000,-10.339804,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
4
  0,15000000,-10.844503,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
landscapes/brax_ant_sac.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,500000,1394.0935,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
3
  0,1000000,1980.2521,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
4
  0,1500000,2078.0498,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,500000,1394.0935,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
3
  0,1000000,1980.2521,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
4
  0,1500000,2078.0498,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
landscapes/brax_halfcheetah_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,5000000,-1247.2607,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
3
  0,10000000,-1255.1337,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
4
  0,15000000,,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,5000000,-1247.2607,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
3
  0,10000000,-1255.1337,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
4
  0,15000000,,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
landscapes/brax_halfcheetah_sac.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,500000,1075.7653,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
3
  0,1000000,1313.187,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
4
  0,1500000,1651.0231,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,500000,1075.7653,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
3
  0,1000000,1313.187,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
4
  0,1500000,1651.0231,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
landscapes/brax_hopper_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,5000000,232.58777,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
3
  0,10000000,502.82217,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
4
  0,15000000,686.9474,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,5000000,232.58777,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
3
  0,10000000,502.82217,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
4
  0,15000000,686.9474,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
landscapes/brax_hopper_sac.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,500000,1384.2559,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
3
  0,1000000,1101.7812,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
4
  0,1500000,1612.5854,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,500000,1384.2559,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
3
  0,1000000,1101.7812,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
4
  0,1500000,1612.5854,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
landscapes/brax_humanoid_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,5000000,26.184713,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
3
  0,10000000,-44.6225,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
4
  0,15000000,-64.80454,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,5000000,26.184713,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
3
  0,10000000,-44.6225,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
4
  0,15000000,-64.80454,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,1024,True,0.4458865,0.96366276,9
landscapes/brax_humanoid_sac.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,500000,4660.8896,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
3
  0,1000000,4734.2056,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
4
  0,1500000,4802.894,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,500000,4660.8896,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
3
  0,1000000,4734.2056,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
4
  0,1500000,4802.894,1024,False,1205934,0.00053017,6941,1.95788972,True,,,,0.79380779,9
landscapes/cc_acrobot_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,10000,-500.0,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,20000,-93.328125,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,30000,-99.07031,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,10000,-500.0,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,20000,-93.328125,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,30000,-99.07031,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
landscapes/cc_acrobot_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-500.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,200000,-87.63281,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,300000,-80.546875,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-500.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,200000,-87.63281,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,300000,-80.546875,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/cc_cartpole_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,5000,44.554688,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,10000,60.9375,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,15000,140.42969,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,5000,44.554688,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,10000,60.9375,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,15000,140.42969,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
landscapes/cc_cartpole_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,10000,500.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,20000,382.65625,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,30000,500.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,10000,500.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,20000,382.65625,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,30000,500.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/cc_continuous_mountain_car_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,2000,-0.19349841,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,4000,-0.00781025,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,6000,-0.00232379,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,2000,-0.19349841,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,4000,-0.00781025,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,6000,-0.00232379,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/cc_continuous_mountain_car_sac.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,5000,-0.00302952,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
3
  0,10000,-0.28787181,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
4
  0,15000,-0.1474719,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,5000,-0.00302952,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
3
  0,10000,-0.28787181,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
4
  0,15000,-0.1474719,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
landscapes/cc_mountain_car_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,12000,-200.0,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,24000,-200.0,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,36000,-200.0,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,12000,-200.0,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,24000,-200.0,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,36000,-200.0,128,False,72738,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
landscapes/cc_mountain_car_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-200.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,200000,-200.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,300000,-200.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,-200.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,200000,-200.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,300000,-200.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/cc_pendulum_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,10000,-1225.92281614,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,20000,-1142.81626646,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,30000,-1155.52609571,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,10000,-1225.92281614,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
3
  0,20000,-1142.81626646,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
4
  0,30000,-1155.52609571,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,256,True,0.4458865,0.96366276,9
landscapes/cc_pendulum_sac.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,2000,-1169.09292432,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
3
  0,4000,-1232.20581706,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
4
  0,6000,-1269.59917988,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.learning_rate,hp_config.learning_starts,hp_config.reward_scale,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.tau,seed
2
  0,2000,-1169.09292432,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
3
  0,4000,-1232.20581706,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
4
  0,6000,-1269.59917988,512,False,72738,0.00053017,3471,1.95788972,True,,,,0.79380779,9
landscapes/minigrid_door_key_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,100000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,200000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,300000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,100000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,200000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,300000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
landscapes/minigrid_door_key_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,0.1819875,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,0.23450936,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,0.1819875,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,0.23450936,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
landscapes/minigrid_empty_random_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,10000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,20000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,30000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,10000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,20000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,30000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
landscapes/minigrid_empty_random_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,10000,0.9687109,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,20000,0.9689922,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,30000,0.9657578,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,10000,0.9687109,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,20000,0.9689922,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,30000,0.9657578,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
landscapes/minigrid_four_rooms_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,100000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,200000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,300000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,100000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,200000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,300000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
landscapes/minigrid_four_rooms_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,0.00753125,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,0.00753125,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
landscapes/minigrid_unlock_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,100000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,200000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,300000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
 
1
+ config_id,training_steps,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
2
  0,100000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
3
  0,200000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
4
  0,300000,0.0,64,False,603170,0.77244159,0.0001313,1323,0.08807986,False,,,,,9
landscapes/minigrid_unlock_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,seed
2
  0,100000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
3
  0,200000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
4
  0,300000,0.0,0.27440675,0.35759468,0.9204924,0.00053017,0.4236548,64,True,0.4458865,0.96366276,9
pbt/atari_battle_zone_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_alpha,hp_config.buffer_batch_size,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.buffer_prio_sampling,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.target_update_interval,optimisation_seed,seed
2
  0,1000000.0,3882.8125,0.95341944,32,0.06225079,0.0006144,False,1.0,5.421e-05,20971,0.0010143,1694,0,0
3
  0,1000000.0,3109.375,0.95341944,32,0.06225079,0.0006144,False,1.0,5.421e-05,20971,0.0010143,1694,0,1
4
  0,1000000.0,2406.25,0.95341944,32,0.06225079,0.0006144,False,1.0,5.421e-05,20971,0.0010143,1694,0,2
 
1
+ config_id,training_steps,performance,hp_config.buffer_alpha,hp_config.buffer_batch_size,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.buffer_prio_sampling,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.target_update_interval,optimisation_seed,seed
2
  0,1000000.0,3882.8125,0.95341944,32,0.06225079,0.0006144,False,1.0,5.421e-05,20971,0.0010143,1694,0,0
3
  0,1000000.0,3109.375,0.95341944,32,0.06225079,0.0006144,False,1.0,5.421e-05,20971,0.0010143,1694,0,1
4
  0,1000000.0,2406.25,0.95341944,32,0.06225079,0.0006144,False,1.0,5.421e-05,20971,0.0010143,1694,0,2
pbt/atari_battle_zone_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,optimisation_seed,seed
2
  0,1000000.0,1726.5625,0.5,0.11235735,0.8,0.00013384,0.38748105,128,True,0.29386995,0.1220408,0,0
3
  0,1000000.0,0.0,0.5,0.11235735,0.8,0.00013384,0.38748105,128,True,0.29386995,0.1220408,0,1
4
  0,1000000.0,2039.0625,0.5,0.11235735,0.8,0.00013384,0.38748105,128,True,0.29386995,0.1220408,0,2
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,optimisation_seed,seed
2
  0,1000000.0,1726.5625,0.5,0.11235735,0.8,0.00013384,0.38748105,128,True,0.29386995,0.1220408,0,0
3
  0,1000000.0,0.0,0.5,0.11235735,0.8,0.00013384,0.38748105,128,True,0.29386995,0.1220408,0,1
4
  0,1000000.0,2039.0625,0.5,0.11235735,0.8,0.00013384,0.38748105,128,True,0.29386995,0.1220408,0,2
pbt/atari_double_dunk_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_alpha,hp_config.buffer_batch_size,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.buffer_prio_sampling,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.target_update_interval,optimisation_seed,seed
2
  0,1000000.0,-3.09375,0.66014903,32,0.19107678,4.84e-06,True,0.6584853,0.00123997,16776,0.10379775,1366,0,0
3
  0,1000000.0,-1.9375,0.66014903,32,0.19107678,4.84e-06,True,0.6584853,0.00123997,16776,0.10379775,1366,0,1
4
  0,1000000.0,-1.390625,0.66014903,32,0.19107678,4.84e-06,True,0.6584853,0.00123997,16776,0.10379775,1366,0,2
 
1
+ config_id,training_steps,performance,hp_config.buffer_alpha,hp_config.buffer_batch_size,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.buffer_prio_sampling,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.target_update_interval,optimisation_seed,seed
2
  0,1000000.0,-3.09375,0.66014903,32,0.19107678,4.84e-06,True,0.6584853,0.00123997,16776,0.10379775,1366,0,0
3
  0,1000000.0,-1.9375,0.66014903,32,0.19107678,4.84e-06,True,0.6584853,0.00123997,16776,0.10379775,1366,0,1
4
  0,1000000.0,-1.390625,0.66014903,32,0.19107678,4.84e-06,True,0.6584853,0.00123997,16776,0.10379775,1366,0,2
pbt/atari_double_dunk_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,optimisation_seed,seed
2
  0,1000000.0,-1.34375,0.24335983,0.21313738,0.8,0.01783196,1.0,128,False,0.03626428,0.63404167,0,0
3
  0,1000000.0,-1.296875,0.24335983,0.21313738,0.8,0.01783196,1.0,128,False,0.03626428,0.63404167,0,1
4
  0,1000000.0,-1.265625,0.24335983,0.21313738,0.8,0.01783196,1.0,128,False,0.03626428,0.63404167,0,2
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,optimisation_seed,seed
2
  0,1000000.0,-1.34375,0.24335983,0.21313738,0.8,0.01783196,1.0,128,False,0.03626428,0.63404167,0,0
3
  0,1000000.0,-1.296875,0.24335983,0.21313738,0.8,0.01783196,1.0,128,False,0.03626428,0.63404167,0,1
4
  0,1000000.0,-1.265625,0.24335983,0.21313738,0.8,0.01783196,1.0,128,False,0.03626428,0.63404167,0,2
pbt/atari_phoenix_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_alpha,hp_config.buffer_batch_size,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.buffer_prio_sampling,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.target_update_interval,optimisation_seed,seed
2
  0,1000000.0,150.15625,0.60766318,16,0.13426006,4.174e-05,True,0.5881503,0.00546106,11041,0.03906853,1615,0,0
3
  0,1000000.0,671.875,0.60766318,16,0.13426006,4.174e-05,True,0.5881503,0.00546106,11041,0.03906853,1615,0,1
4
  0,1000000.0,1850.1562,0.60766318,16,0.13426006,4.174e-05,True,0.5881503,0.00546106,11041,0.03906853,1615,0,2
 
1
+ config_id,training_steps,performance,hp_config.buffer_alpha,hp_config.buffer_batch_size,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.buffer_prio_sampling,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.target_update_interval,optimisation_seed,seed
2
  0,1000000.0,150.15625,0.60766318,16,0.13426006,4.174e-05,True,0.5881503,0.00546106,11041,0.03906853,1615,0,0
3
  0,1000000.0,671.875,0.60766318,16,0.13426006,4.174e-05,True,0.5881503,0.00546106,11041,0.03906853,1615,0,1
4
  0,1000000.0,1850.1562,0.60766318,16,0.13426006,4.174e-05,True,0.5881503,0.00546106,11041,0.03906853,1615,0,2
pbt/atari_phoenix_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,optimisation_seed,seed
2
  0,1000000.0,17.34375,0.3637892,0.40742703,0.84861673,8.712e-05,0.28961962,128,True,0.37533081,0.1220408,0,0
3
  0,1000000.0,68.90625,0.3637892,0.40742703,0.84861673,8.712e-05,0.28961962,128,True,0.37533081,0.1220408,0,1
4
  0,1000000.0,17.03125,0.3637892,0.40742703,0.84861673,8.712e-05,0.28961962,128,True,0.37533081,0.1220408,0,2
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,optimisation_seed,seed
2
  0,1000000.0,17.34375,0.3637892,0.40742703,0.84861673,8.712e-05,0.28961962,128,True,0.37533081,0.1220408,0,0
3
  0,1000000.0,68.90625,0.3637892,0.40742703,0.84861673,8.712e-05,0.28961962,128,True,0.37533081,0.1220408,0,1
4
  0,1000000.0,17.03125,0.3637892,0.40742703,0.84861673,8.712e-05,0.28961962,128,True,0.37533081,0.1220408,0,2
pbt/atari_qbert_dqn.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.buffer_alpha,hp_config.buffer_batch_size,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.buffer_prio_sampling,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.target_update_interval,optimisation_seed,seed
2
  0,1000000.0,183.20312,0.31482722,64,0.08269579,5.54e-06,True,0.8,0.00047298,29312,0.10989374,1401,0,0
3
  0,1000000.0,366.79688,0.31482722,64,0.08269579,5.54e-06,True,0.8,0.00047298,29312,0.10989374,1401,0,1
4
  0,1000000.0,357.6172,0.31482722,64,0.08269579,5.54e-06,True,0.8,0.00047298,29312,0.10989374,1401,0,2
 
1
+ config_id,training_steps,performance,hp_config.buffer_alpha,hp_config.buffer_batch_size,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.buffer_prio_sampling,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.target_update_interval,optimisation_seed,seed
2
  0,1000000.0,183.20312,0.31482722,64,0.08269579,5.54e-06,True,0.8,0.00047298,29312,0.10989374,1401,0,0
3
  0,1000000.0,366.79688,0.31482722,64,0.08269579,5.54e-06,True,0.8,0.00047298,29312,0.10989374,1401,0,1
4
  0,1000000.0,357.6172,0.31482722,64,0.08269579,5.54e-06,True,0.8,0.00047298,29312,0.10989374,1401,0,2
pbt/atari_qbert_ppo.csv CHANGED
@@ -1,4 +1,4 @@
1
- config_id,budget,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,optimisation_seed,seed
2
  0,1000000.0,250.0,0.22374377,0.25825186,0.9999,0.02066618,0.18472626,128,False,0.11394773,0.2599982,0,0
3
  0,1000000.0,150.0,0.22374377,0.25825186,0.9999,0.02066618,0.18472626,128,False,0.11394773,0.2599982,0,1
4
  0,1000000.0,125.0,0.22374377,0.25825186,0.9999,0.02066618,0.18472626,128,False,0.11394773,0.2599982,0,2
 
1
+ config_id,training_steps,performance,hp_config.clip_eps,hp_config.ent_coef,hp_config.gae_lambda,hp_config.learning_rate,hp_config.max_grad_norm,hp_config.minibatch_size,hp_config.normalize_advantage,hp_config.vf_clip_eps,hp_config.vf_coef,optimisation_seed,seed
2
  0,1000000.0,250.0,0.22374377,0.25825186,0.9999,0.02066618,0.18472626,128,False,0.11394773,0.2599982,0,0
3
  0,1000000.0,150.0,0.22374377,0.25825186,0.9999,0.02066618,0.18472626,128,False,0.11394773,0.2599982,0,1
4
  0,1000000.0,125.0,0.22374377,0.25825186,0.9999,0.02066618,0.18472626,128,False,0.11394773,0.2599982,0,2