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pessimistic value function

3 papers

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offline reinforcement learning (3) bellman backup (1) conservative policy optimization (1) adversarial environment (1) distributional shift (1) out-of-distribution state (1) soft actor-critic (1) conservative policy (1) distribution shift (1) model-based reinforcement learning (1)

Papers

SpOiLer: Offline reinforcement learning using scaled penalties L4DC 2024 RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning NeurIPS 2022 Dealing with the Unknown: Pessimistic Offline Reinforcement Learning CoRL 2021