decision transformer

Soft Conflict-Resolution Decision Transformer for Offline Multi-Task Reinforcement Learning AAAI 2026 Trajectory Tactics: When Transformers Learn Exploration to Generate Online Signature WACV 2026 Active feature acquisition via explainability-driven ranking ICML 2025 Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer IJCAI 2025 Fourier Head: Helping Large Language Models Learn Complex Probability Distributions ICLR 2025 In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning AAAI 2025 Long-Short Decision Transformer: Bridging Global and Local Dependencies for Generalized Decision-Making ICLR 2025 Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer ICML 2025 Safe Decision Transformer with Learning-based Constraints L4DC 2025 Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling ICLR 2025 Target Return Optimizer for Multi-Game Decision Transformer ACML 2025 Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning ICML 2025 ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning AAAI 2024 Adversarially Robust Decision Transformer NeurIPS 2024 Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models NAACL 2024 Critic-Guided Decision Transformer for Offline Reinforcement Learning AAAI 2024 Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making ICLR 2024 Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NeurIPS 2024 Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization NeurIPS 2024 HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning ICML 2024 Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions NeurIPS 2024 In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought ICML 2024 Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NeurIPS 2024 Pre-training with Synthetic Data Helps Offline Reinforcement Learning ICLR 2024 Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers NeurIPS 2024