conftrace_

conservative policy

8 papers

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Co-occurring keywords · papers mentioning both

offline reinforcement learning (6) model-based reinforcement learning (3) policy optimization (3) conservative policy optimization (2) policy learning (2) uncertainty quantification (2) behavior regularization (1) batch rl (1) adversarial environment (1) exploration budget (1)

Papers

Don’t Be Pessimistic Too Early: Look K Steps Ahead! AISTATS 2024 Iteratively Refined Behavior Regularization for Offline Reinforcement Learning NeurIPS 2024 Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning NeurIPS 2023 Uniformly Conservative Exploration in Reinforcement Learning AISTATS 2023 Offline RL Policies Should Be Trained to be Adaptive ICML 2022 RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning NeurIPS 2022 Conservative Offline Distributional Reinforcement Learning NeurIPS 2021 Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020