offline reinforcement learning

Extreme Q-Learning: MaxEnt RL without Entropy ICLR 2023 Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching CoRL 2023 Finetuning Offline World Models in the Real World CoRL 2023 Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery AAAI 2023 For SALE: State-Action Representation Learning for Deep Reinforcement Learning NeurIPS 2023 FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex Manipulation RSS 2023 Future-conditioned Unsupervised Pretraining for Decision Transformer ICML 2023 Goal-Conditioned Predictive Coding for Offline Reinforcement Learning NeurIPS 2023 Guide to Control: Offline Hierarchical Reinforcement Learning Using Subgoal Generation for Long-Horizon and Sparse-Reward Tasks IJCAI 2023 Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting ICLR 2023 Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement ICLR 2023 Hierarchical Diffusion for Offline Decision Making ICML 2023 Hindsight Learning for MDPs with Exogenous Inputs ICML 2023 HIQL: Offline Goal-Conditioned RL with Latent States as Actions NeurIPS 2023 Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks NeurIPS 2023 Hyper-Decision Transformer for Efficient Online Policy Adaptation ICLR 2023 Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning NeurIPS 2023 In-sample Actor Critic for Offline Reinforcement Learning ICLR 2023 Inverse Preference Learning: Preference-based RL without a Reward Function NeurIPS 2023 Is Conditional Generative Modeling all you need for Decision Making? ICLR 2023 Katakomba: Tools and Benchmarks for Data-Driven NetHack NeurIPS 2023 Large Decision Models IJCAI 2023 Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning AAAI 2023 Learning from Visual Observation via Offline Pretrained State-to-Go Transformer NeurIPS 2023 Learning Temporally AbstractWorld Models without Online Experimentation ICML 2023