offline reinforcement learning

LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning NeurIPS 2022 Large-Scale Retrieval for Reinforcement Learning NeurIPS 2022 Latent Plans for Task-Agnostic Offline Reinforcement Learning CoRL 2022 Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training ICML 2022 Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation ICML 2022 Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping CoRL 2022 Learning Pseudometric-based Action Representations for Offline Reinforcement Learning ICML 2022 Learning Value Functions from Undirected State-only Experience ICLR 2022 Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare NeurIPS 2022 LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NeurIPS 2022 Masked Autoencoding for Scalable and Generalizable Decision Making NeurIPS 2022 Mildly Conservative Q-Learning for Offline Reinforcement Learning NeurIPS 2022 MoCoDA: Model-based Counterfactual Data Augmentation NeurIPS 2022 Model-Based Offline Meta-Reinforcement Learning with Regularization ICLR 2022 Model-Based Offline Planning with Trajectory Pruning IJCAI 2022 Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief NeurIPS 2022 Model Selection in Batch Policy Optimization ICML 2022 Modular Lifelong Reinforcement Learning via Neural Composition ICLR 2022 Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NeurIPS 2022 Multi-Game Decision Transformers NeurIPS 2022 Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism ICLR 2022 NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning NeurIPS 2022 Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression NeurIPS 2022 Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022 Offline Policy Selection under Uncertainty AISTATS 2022