offline reinforcement learning

Learning to Influence Human Behavior with Offline Reinforcement Learning NeurIPS 2023 Leveraging Offline Data in Online Reinforcement Learning ICML 2023 Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL NeurIPS 2023 MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations ICML 2023 Masked Trajectory Models for Prediction, Representation, and Control ICML 2023 MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL ICML 2023 Mind the Gap: Offline Policy Optimization for Imperfect Rewards ICLR 2023 Model-based Offline Reinforcement Learning with Count-based Conservatism ICML 2023 Model-Based Offline Reinforcement Learning with Local Misspecification AAAI 2023 Model-Based Offline Weighted Policy Optimization (Student Abstract) AAAI 2023 Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning ICML 2023 More for Less: Safe Policy Improvement with Stronger Performance Guarantees IJCAI 2023 MOTO: Offline Pre-training to Online Fine-tuning for Model-based Robot Learning CoRL 2023 Mutual Information Regularized Offline Reinforcement Learning NeurIPS 2023 Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game ICLR 2023 No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions NeurIPS 2023 Offline Congestion Games: How Feedback Type Affects Data Coverage Requirement ICLR 2023 Offline Learning in Markov Games with General Function Approximation ICML 2023 Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage NeurIPS 2023 Offline Model-Based Reinforcement Learning for Tokamak Control L4DC 2023 Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization NeurIPS 2023 Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes ICLR 2023 Offline Quantum Reinforcement Learning in a Conservative Manner AAAI 2023 Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management NeurIPS 2023 Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling ICLR 2023