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offline-to-online reinforcement learning

7 papers

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Co-occurring keywords · papers mentioning both

distribution shift (3) policy optimization (3) offline reinforcement learning (2) sample efficiency (2) state-adaptive balance (1) critic reconstruction (1) constrained fine-tuning (1) value-function pessimism (1) interaction budget (1) policy expansion (1)

Papers

Adaptive Policy Selection and Fine-Tuning under Interaction Budgets for Offline-to-Online Reinforcement Learning L4DC 2026 Provably Safe Offline-to-Online RL: Decoupling Learning from Data-Driven Safety Enforcement ACL 2026 WOMBET: World Model-based Experience Transfer for Robust and Sample-efficient Reinforcement Learning L4DC 2026 A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning AAAI 2024 Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL NeurIPS 2024 Policy Expansion for Bridging Offline-to-Online Reinforcement Learning ICLR 2023 Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning NeurIPS 2023