Graph Decision Transformer

Graph Decision Transformer

7 March 2023

Shengchao Hu

Li Shen

Papers citing "Graph Decision Transformer"

16 / 16 papers shown

Title
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning Zijian Guo Weichao Zhou Wenchao Li OffRL 102 2 0 28 Jan 2025
Continual Task Learning through Adaptive Policy Self-Composition Shengchao Hu Yuhang Zhou Ziqing Fan Jifeng Hu Li Shen Ya-Qin Zhang Dacheng Tao OffRL 74 0 0 18 Nov 2024
Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Ziqing Fan Shengchao Hu Yuhang Zhou Li Shen Ya-Qin Zhang Yanfeng Wang Dacheng Tao OffRL 36 0 0 02 Nov 2024
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 47 0 0 01 Nov 2024
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL Qi Lv Xiang Deng Gongwei Chen Michael Yu Wang Liqiang Nie 75 7 0 08 Jun 2024
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Shengchao Hu Ziqing Fan Li Shen Ya-Qin Zhang Yanfeng Wang Dacheng Tao OffRL 45 9 0 28 May 2024
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? Yang Dai Oubo Ma Longfei Zhang Xingxing Liang Shengchao Hu Mengzhu Wang Shouling Ji Jincai Huang Li Shen Mamba 31 4 0 20 May 2024
Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu Li Shen Ya-Qin Zhang Dacheng Tao AI4CE 40 21 0 14 May 2024
Gradformer: Graph Transformer with Exponential Decay Chuang Liu Zelin Yao Yibing Zhan Xueqi Ma Shirui Pan Wenbin Hu 39 4 0 24 Apr 2024
Crossway Diffusion: Improving Diffusion-based Visuomotor Policy via Self-supervised Learning Xiang Li Varun Belagali Jinghuan Shang Michael S. Ryoo 37 28 0 04 Jul 2023
Prompt-Tuning Decision Transformer with Preference Ranking Shengchao Hu Li Shen Ya-Qin Zhang Dacheng Tao OffRL 28 14 0 16 May 2023
On Transforming Reinforcement Learning by Transformer: The Development Trajectory Shengchao Hu Li Shen Ya-Qin Zhang Yixin Chen Dacheng Tao OffRL 27 25 0 29 Dec 2022
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL Taku Yamagata Ahmed Khalil Raúl Santos-Rodríguez OffRL 160 72 0 08 Sep 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020
Auto-GNN: Neural Architecture Search of Graph Neural Networks Kaixiong Zhou Qingquan Song Xiao Huang Xia Hu GNN 61 178 0 07 Sep 2019