conftrace_

conservative policy

8 papers

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Co-occurring keywords

offline reinforcement learning (492) model-based reinforcement learning (415) policy optimization (657) conservative policy optimization (5) policy learning (702) uncertainty quantification (1393) lookahead pessimism (1) risk-averse policy (3) conservative policy iteration (6) model-based rl (21)

Papers

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