offline reinforcement learning

Contrastive Value Learning: Implicit Models for Simple Offline RL CoRL 2023 CORL: Research-oriented Deep Offline Reinforcement Learning Library NeurIPS 2023 Corruption-Robust Offline Reinforcement Learning with General Function Approximation NeurIPS 2023 DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning AAAI 2023 Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models NeurIPS 2023 Decision Transformer under Random Frame Dropping ICLR 2023 Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization NeurIPS 2023 Dichotomy of Control: Separating What You Can Control from What You Cannot ICLR 2023 Diffused Task-Agnostic Milestone Planner NeurIPS 2023 Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning NeurIPS 2023 Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning ICLR 2023 Direct Preference-based Policy Optimization without Reward Modeling NeurIPS 2023 Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data ICLR 2023 Distance Weighted Supervised Learning for Offline Interaction Data ICML 2023 Distributed Offline Policy Optimization Over Batch Data AISTATS 2023 Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023 Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage NeurIPS 2023 DROID: Learning from Offline Heterogeneous Demonstrations via Reward-Policy Distillation CoRL 2023 Efficient Diffusion Policies For Offline Reinforcement Learning NeurIPS 2023 Efficient Offline Policy Optimization with a Learned Model ICLR 2023 Efficient Planning in a Compact Latent Action Space ICLR 2023 Efficient Reinforcement Learning Through Trajectory Generation L4DC 2023 Elastic Decision Transformer NeurIPS 2023 Expansive Latent Planning for Sparse Reward Offline Reinforcement Learning CoRL 2023 Explaining RL Decisions with Trajectories ICLR 2023