Shengchao Hu

According to our database, Shengchao Hu authored at least 15 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On Transforming Reinforcement Learning With Transformers: The Development Trajectory.

Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Prompt Tuning with Diffusion for Few-Shot Pre-trained Policy Generalization.

Shengchao Hu, Wanru Zhao, Weixiong Lin, Li Shen, Ya Zhang, Dacheng Tao

CoRR, 2024

Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning.

Ziqing Fan, Shengchao Hu, Yuhang Zhou, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao

CoRR, 2024

Communication Learning in Multi-Agent Systems from Graph Modeling Perspective.

Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

CoRR, 2024

Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces.

Jifeng Hu, Sili Huang, Li Shen, Zhejian Yang, Shengchao Hu, Shisong Tang, Hechang Chen, Yi Chang, Dacheng Tao, Lichao Sun

CoRR, 2024

Reconstruct the Pruned Model without Any Retraining.

Pingjie Wang, Ziqing Fan, Shengchao Hu, Zhe Chen, Yanfeng Wang, Yu Wang

CoRR, 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

CoRR, 2024

Q-value Regularized Transformer for Offline Reinforcement Learning.

Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning.

Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization.

Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning Multi-Agent Communication from Graph Modeling Perspective.

Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Prompt-Tuning Decision Transformer with Preference Ranking.

Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

CoRR, 2023

Graph Decision Transformer.

Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

CoRR, 2023

2022

On Transforming Reinforcement Learning by Transformer: The Development Trajectory.

Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao

CoRR, 2022

ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning.

Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao

Proceedings of the Computer Vision - ECCV 2022, 2022