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Xiong-Hui Chen

NeoRL-2: Near Real-World Benchmarks for Offline Reinforcement Learning with Extended Realistic Scenarios

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Mar 25, 2025
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Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts

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Apr 14, 2024
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Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable Environments

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Oct 09, 2023
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Language Model Self-improvement by Reinforcement Learning Contemplation

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May 23, 2023
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Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems

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May 03, 2023
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A Survey on Model-based Reinforcement Learning

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Jun 19, 2022
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Adversarial Counterfactual Environment Model Learning

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Jun 10, 2022
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Offline Reinforcement Learning with Causal Structured World Models

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Jun 03, 2022
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