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| Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game | May 31, 2022 | Offline RLReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Near-Optimal Offline Reinforcement Learning via Double Variance Reduction | Feb 2, 2021 | Offline RLreinforcement-learning | —Unverified | 0 | 0 |
| Near-Optimal Provable Uniform Convergence in Offline Policy Evaluation for Reinforcement Learning | Jul 7, 2020 | Offline RLreinforcement-learning | —Unverified | 0 | 0 |
| Neural Network Approximation for Pessimistic Offline Reinforcement Learning | Dec 19, 2023 | Deep Reinforcement LearningOffline RL | —Unverified | 0 | 0 |
| Off-dynamics Conditional Diffusion Planners | Oct 16, 2024 | Offline RLReinforcement Learning (RL) | —Unverified | 0 | 0 |
| OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control | Nov 10, 2024 | Multi-agent Reinforcement LearningOffline RL | —Unverified | 0 | 0 |
| Offline Actor-Critic Reinforcement Learning Scales to Large Models | Feb 8, 2024 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Offline Evaluation for Reinforcement Learning-based Recommendation: A Critical Issue and Some Alternatives | Jan 3, 2023 | Offline RLRecommendation Systems | —Unverified | 0 | 0 |
| Offline Fictitious Self-Play for Competitive Games | Feb 29, 2024 | Offline RLReinforcement Learning (RL) | —Unverified | 0 | 0 |
