decision transformer

Rethinking Decision Transformer via Hierarchical Reinforcement Learning ICML 2024 Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach ICML 2024 Think Before You Act: Decision Transformers with Working Memory ICML 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 ChiPFormer: Transferable Chip Placement via Offline Decision Transformer ICML 2023 Constrained Decision Transformer for Offline Safe Reinforcement Learning ICML 2023 Continuous-Time Decision Transformer for Healthcare Applications AISTATS 2023 Decision S4: Efficient Sequence-Based RL via State Spaces Layers ICLR 2023 Decision Transformer under Random Frame Dropping ICLR 2023 Dichotomy of Control: Separating What You Can Control from What You Cannot ICLR 2023 Elastic Decision Transformer NeurIPS 2023 Future-conditioned Unsupervised Pretraining for Decision Transformer ICML 2023 Hyper-Decision Transformer for Efficient Online Policy Adaptation ICLR 2023 Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL ICML 2023 Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL ICLR 2023 Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution IJCAI 2023 Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets NeurIPS 2023 A Sequence Modelling Approach to Question Answering in Text-Based Games NAACL 2022 Contrastive Decision Transformers CoRL 2022 Generalized Decision Transformer for Offline Hindsight Information Matching ICLR 2022 Multi-Game Decision Transformers NeurIPS 2022 Online Decision Transformer ICML 2022 Prompting Decision Transformer for Few-Shot Policy Generalization ICML 2022 You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments NeurIPS 2022