conftrace_

decision transformer

28 papers

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Also known as

DT

Co-occurring keywords

offline reinforcement learning (492) sequence modeling (288) reinforcement learning (4352) return conditioning (3) trajectory modeling (29) multi-task learning (2575) transformer architecture (1560) online finetuning (2) stochastic environment (30) dynamic programming (274)

Papers

Trajectory Tactics: When Transformers Learn Exploration to Generate Online Signature WACV 2026
Soft Conflict-Resolution Decision Transformer for Offline Multi-Task Reinforcement Learning AAAI 2026
In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning AAAI 2025
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer IJCAI 2025
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers NIPS 2024
ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning AAAI 2024
Critic-Guided Decision Transformer for Offline Reinforcement Learning AAAI 2024
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NIPS 2024
Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models NAACL 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NIPS 2024
Adversarially Robust Decision Transformer NIPS 2024
Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization NIPS 2024
Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions NIPS 2024
Elastic Decision Transformer NIPS 2023
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets NIPS 2023
Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution IJCAI 2023
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer ICML 2023
Constrained Decision Transformer for Offline Safe Reinforcement Learning ICML 2023
Future-conditioned Unsupervised Pretraining for Decision Transformer ICML 2023
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL ICML 2023
Continuous-Time Decision Transformer for Healthcare Applications AISTATS 2023
You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments NIPS 2022
A Sequence Modelling Approach to Question Answering in Text-Based Games NAACL 2022
Multi-Game Decision Transformers NIPS 2022
Contrastive Decision Transformers CORL 2022