Paper "offline reinforcement learning" Papers

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A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning

Yinmin Zhang, Jie Liu, Chuming Li et al.

AAAI 2024paperarXiv:2312.07685

Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning

Jinxin Liu, Ziqi Zhang, Zhenyu Wei et al.

AAAI 2024paperarXiv:2306.12755

CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning

Chenyu Sun, Hangwei Qian, Chunyan Miao

AAAI 2024paperarXiv:2312.12191

Neural Network Approximation for Pessimistic Offline Reinforcement Learning

Di Wu, Yuling Jiao, Li Shen et al.

AAAI 2024paperarXiv:2312.11863

Optimistic Model Rollouts for Pessimistic Offline Policy Optimization

Yuanzhao Zhai, Yiying Li, Zijian Gao et al.

AAAI 2024paperarXiv:2401.05899

Reinforcement Learning and Data

Generation for Syntax-Guided Synthesis

AAAI 2024paperarXiv:2210.09241

Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL

Sungyoon Kim, Yunseon Choi, Daiki Matsunaga et al.

AAAI 2024paperarXiv:2402.07226