import streamlit as st import streamlit.components.v1 as components from textworld_express import TextWorldExpressEnv description = """ [ArXiv Paper](https://arxiv.org/abs/2208.01174) | [Github Repo](https://github.com/cognitiveailab/TextWorldExpress) """ st.title("TextWorldExpress Demo") st.markdown(description) env = st.session_state.get("env") if env is None: env = TextWorldExpressEnv() st.session_state["env"] = env seed = st.session_state.get("seed") obs = st.session_state.get("obs") infos = st.session_state.get("infos") history = st.session_state.get("history") if history is None: history = [] st.session_state["history"] = history def clear_history(): history.clear() with st.sidebar: st.title("TextWorldExpress Demo") st.markdown(description) game = st.selectbox("Game:", env.getGameNames(), on_change=clear_history) with st.expander("Settings"): seed = st.number_input("Seed:", 0, 2**16, value=4242, on_change=clear_history) if game == "cookingworld": nb_ingredients = st.number_input("Ingredients:", 1, 5, value=3, on_change=clear_history, help="The number of ingredients to use in generating the random recipe.") nb_locations = st.number_input("Locations:", 1, 11, value=5, on_change=clear_history, help="The number of locations in the environment.") nb_distractors = st.number_input("Distractors:", 0, 10, value=5, on_change=clear_history, help="The number of distractor ingredients (not used in the recipe) in the environment.") with_doors = st.checkbox("With doors?", value=True, on_change=clear_history, help="Whether rooms have doors that need to be opened.") limited_inventory = st.checkbox("Limit inventory?", value=False, on_change=clear_history, help="Whether the size of the inventory is limited.") params = f"numLocations={nb_locations},numIngredients={nb_ingredients},numDistractorItems={nb_distractors},includeDoors={int(with_doors)},limitInventorySize={int(limited_inventory)}" elif game == "twc": nb_items = st.number_input("Items:", 1, 10, value=3, on_change=clear_history, help="The number of items to put away.") nb_locations = st.number_input("Locations:", 1, 3, value=3, on_change=clear_history, help="The number of locations in the environment.") with_doors = st.checkbox("With doors?", value=True, on_change=clear_history, help="Whether rooms have doors that need to be opened.") limited_inventory = st.checkbox("Limit inventory?", value=False, on_change=clear_history, help="Whether the size of the inventory is limited.") params = f"numLocations={nb_locations},numItemsToPutAway={nb_items},includeDoors={int(with_doors)},limitInventorySize={int(limited_inventory)}" elif game == "coin": nb_locations = st.number_input("Locations:", 1, 11, value=3, on_change=clear_history, help="The number of locations in the environment.") nb_distractors = st.number_input("Distractors:", 0, 10, value=5, on_change=clear_history, help="The number of distractor (i.e. non-coin) items in the environment.") with_doors = st.checkbox("With doors?", value=True, on_change=clear_history, help="Whether rooms have doors that need to be opened.") limited_inventory = st.checkbox("Limit inventory?", value=False, on_change=clear_history, help="Whether the size of the inventory is limited.") params = f"numLocations={nb_locations},numDistractorItems={nb_distractors},includeDoors={int(with_doors)},limitInventorySize={int(limited_inventory)}" else: params="" if len(history) == 0: obs, infos = env.reset(seed, gameFold="train", gameName=game, gameParams=params) obs, reward, done, infos = env.step("look around") st.session_state["obs"] = obs st.session_state["infos"] = infos history.append(("", env.getTaskDescription())) history.append(("look around", obs)) def step(): act = st.session_state.action if act: obs, reward, done, infos = env.step(act) history.append((act, obs)) st.session_state["obs"] = obs st.session_state["infos"] = infos if act == "reset": clear_history() with st.sidebar: # st.warning(env.getTaskDescription()) st.success(f"Score: {infos['score']}") valid_actions = [""] + sorted(infos["validActions"]) if infos['done']: valid_actions = ["", "reset"] #act = st.selectbox('Action:', options=valid_actions, index=0, on_change=step, key="action") for act, obs in history: if act: st.write("> " + act) if obs: st.info(obs.replace('\n ', '\n- ').replace('\n\t', '\n- ')) act = st.selectbox('Action:', options=valid_actions, index=0, on_change=step, key="action") if infos['tasksuccess']: with st.sidebar: st.balloons() st.success("Congratulations! You have completed the task.") elif infos['taskfailure']: with st.sidebar: st.snow() st.error("You have failed the task.") # # Auto scroll at the bottom of the page. # components.html( # f""" #
{st.session_state.obs}
# # """, # height=0 # )