offline reinforcement learning

Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions NeurIPS 2024 Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization ICLR 2024 Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback ICLR 2024 Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning ICLR 2024 When should we prefer Decision Transformers for Offline Reinforcement Learning? ICLR 2024 Worst-Case Offline Reinforcement Learning with Arbitrary Data Support NeurIPS 2024 Zero-Shot Reinforcement Learning from Low Quality Data NeurIPS 2024 Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples NeurIPS 2023 A Connection between One-Step RL and Critic Regularization in Reinforcement Learning ICML 2023 Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning CoRL 2023 Actor-Critic Alignment for Offline-to-Online Reinforcement Learning ICML 2023 AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners ICML 2023 Adaptive Policy Learning for Offline-to-Online Reinforcement Learning AAAI 2023 Adaptive Reward Shifting Based on Behavior Proximity for Offline Reinforcement Learning IJCAI 2023 Adversarial Model for Offline Reinforcement Learning NeurIPS 2023 Affordances From Human Videos as a Versatile Representation for Robotics CVPR 2023 A Finite Sample Complexity Bound for Distributionally Robust Q-learning AISTATS 2023 AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation NeurIPS 2023 Anti-Exploration by Random Network Distillation ICML 2023 A Robust Test for the Stationarity Assumption in Sequential Decision Making ICML 2023 A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories NeurIPS 2023 A trajectory is worth three sentences: multimodal transformer for offline reinforcement learning UAI 2023 Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models ICML 2023 Behavior Estimation from Multi-Source Data for Offline Reinforcement Learning AAAI 2023 Behavior Prior Representation learning for Offline Reinforcement Learning ICLR 2023