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dynamics shift

6 papers

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Co-occurring keywords · papers mentioning both

domain adaptation (3) policy transfer (2) offline reinforcement learning (2) reinforcement learning (2) off-dynamics learning (1) offline dataset (1) stationary state distribution (1) homomorphous mdp (1) reward augmentation (1) adaptive policy (1)

Papers

Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint ICLR 2025 Robust Transfer of Safety-Constrained Reinforcement Learning Agents ICLR 2025 ODRL: A Benchmark for Off-Dynamics Reinforcement Learning NeurIPS 2024 Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation NeurIPS 2024 State Regularized Policy Optimization on Data with Dynamics Shift NeurIPS 2023 DARA: Dynamics-Aware Reward Augmentation in Offline Reinforcement Learning ICLR 2022