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Siyuan Li

Affiliations:
  • Harbin Institute of Technology, Faculty of Computing, China
  • Tsinghua University, Institute for Interdisciplinary Information Sciences, Beijing, China (former)


According to our database1, Siyuan Li authored at least 11 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
IOB: integrating optimization transfer and behavior transfer for multi-policy reuse.
[BibTeX]
[DOI]
Siyuan Li
,
Hao Li
,
Jin Zhang
,
Zhen Wang
,
Peng Liu
,
Chongjie Zhang
Auton. Agents Multi Agent Syst., June, 2024

2023
Learning to Solve Tasks with Exploring Prior Behaviours.
[BibTeX]
[DOI]
Ruiqi Zhu
,
Siyuan Li
,
Tianhong Dai
,
Chongjie Zhang
,
Oya Çeliktutan
IROS, 2023

Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery.
[BibTeX]
[DOI]
Yiqin Yang
,
Hao Hu
,
Wenzhe Li
,
Siyuan Li
,
Jun Yang
,
Qianchuan Zhao
,
Chongjie Zhang
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
CUP: Critic-Guided Policy Reuse.
[BibTeX]
[DOI]
Jin Zhang
,
Siyuan Li
,
Chongjie Zhang
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Active Hierarchical Exploration with Stable Subgoal Representation Learning.
[BibTeX]
[DOI]
Siyuan Li
,
Jin Zhang
,
Jianhao Wang
,
Yang Yu
,
Chongjie Zhang
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Efficient Hierarchical Exploration with Stable Subgoal Representation Learning.
[BibTeX]
[DOI]
Siyuan Li
,
Jin Zhang
,
Jianhao Wang
,
Chongjie Zhang
CoRR, 2021

Offline Reinforcement Learning with Reverse Model-based Imagination.
[BibTeX]
[DOI]
Jianhao Wang
,
Wenzhe Li
,
Haozhe Jiang
,
Guangxiang Zhu
,
Siyuan Li
,
Chongjie Zhang
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Subgoal Representations with Slow Dynamics.
[BibTeX]
[DOI]
Siyuan Li
,
Lulu Zheng
,
Jianhao Wang
,
Chongjie Zhang
Proceedings of the 9th International Conference on Learning Representations, 2021

2019
Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards.
[BibTeX]
[DOI]
Siyuan Li
,
Rui Wang
,
Minxue Tang
,
Chongjie Zhang
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Context-Aware Policy Reuse.
[BibTeX]
[DOI]
Siyuan Li
,
Fangda Gu
,
Guangxiang Zhu
,
Chongjie Zhang
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
An Optimal Online Method of Selecting Source Policies for Reinforcement Learning.
[BibTeX]
[DOI]
Siyuan Li
,
Chongjie Zhang
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018


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