Shenao Zhang

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upvoted 5 papers over 1 year ago

One Objective to Rule Them All: A Maximization Objective Fusing Estimation and Planning for Exploration

Paper • 2305.18258 • Published May 29, 2023 • 2

Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning

Paper • 2209.07676 • Published Sep 16, 2022 • 2

Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning

Paper • 2108.12988 • Published Aug 30, 2021 • 1

Asking Before Action: Gather Information in Embodied Decision Making with Language Models

Paper • 2305.15695 • Published May 25, 2023 • 1

Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Paper • 2309.17382 • Published Sep 29, 2023 • 4