Obserwuj
Siyuan Li
Tytuł
Cytowane przez
Cytowane przez
Rok
Hierarchical reinforcement learning with advantage-based auxiliary rewards
S Li, R Wang, M Tang, C Zhang
Advances in Neural Information Processing Systems 32, 2019
922019
Offline reinforcement learning with reverse model-based imagination
J Wang, W Li, H Jiang, G Zhu, S Li, C Zhang
Advances in Neural Information Processing Systems 34, 29420-29432, 2021
642021
An optimal online method of selecting source policies for reinforcement learning
S Li, C Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
582018
Learning subgoal representations with slow dynamics
S Li, L Zheng, J Wang, C Zhang
International Conference on Learning Representations, 2021
562021
Context-aware policy reuse
S Li, F Gu, G Zhu, C Zhang
arXiv preprint arXiv:1806.03793, 2018
402018
Active hierarchical exploration with stable subgoal representation learning
S Li, J Zhang, J Wang, Y Yu, C Zhang
arXiv preprint arXiv:2105.14750, 2021
362021
MetaTrader: An reinforcement learning approach integrating diverse policies for portfolio optimization
H Niu, S Li, J Li
Proceedings of the 31st ACM international conference on information …, 2022
322022
Flow to control: Offline reinforcement learning with lossless primitive discovery
Y Yang, H Hu, W Li, S Li, J Yang, Q Zhao, C Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10843 …, 2023
142023
Behavior contrastive learning for unsupervised skill discovery
R Yang, C Bai, H Guo, S Li, B Zhao, Z Wang, P Liu, X Li
International Conference on Machine Learning, 39183-39204, 2023
132023
Cup: Critic-guided policy reuse
J Zhang, S Li, C Zhang
Advances in Neural Information Processing Systems 35, 27537-27548, 2022
92022
MacMic: executing iceberg orders via hierarchical reinforcement learning
H Niu, S Li, J Li
Proceedings of the Thirty-Third International Joint Conference on Artificial …, 2024
22024
IOB: integrating optimization transfer and behavior transfer for multi-policy reuse
S Li, H Li, J Zhang, Z Wang, P Liu, C Zhang
Autonomous Agents and Multi-Agent Systems 38 (1), 3, 2024
22024
Auxiliary Reward Generation with Transition Distance Representation Learning
S Li, S Han, Y Zhao, B Liang, P Liu
arXiv preprint arXiv:2402.07412, 2024
22024
Learning to Solve Tasks with Exploring Prior Behaviours
R Zhu, S Li, T Dai, C Zhang, O Celiktutan
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
22023
SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks
Y Wen, S Li, R Zuo, L Yuan, H Mao, P Liu
arXiv preprint arXiv:2411.12173, 2024
12024
Robust Visual Imitation Learning with Inverse Dynamics Representations
S Li, X Wang, R Zuo, K Sun, L Cui, J Ding, P Liu, Z Ma
Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13609 …, 2024
12024
IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making
H Niu, S Li, J Zheng, Z Lin, J Li, J Guo, B An
arXiv preprint arXiv:2308.08918, 2023
12023
Joint Learning of Volume Scheduling and Order Placement Policies for Optimal Order Execution
S Li, H Niu, J Lu, P Liu
Mathematics 12 (21), 3440, 2024
2024
A multi-agent learning framework for mixed-integer linear programming
Y Jing, B Liang, S Li, F Liu, W Zhao, P Liu
INFOR: Information Systems and Operational Research 62 (4), 588-598, 2024
2024
Toward Automatic Market Making: An Imitative Reinforcement Learning Approach With Predictive Representation Learning
S Li, Y Chen, H Niu, J Zheng, Z Lin, J Li, J Guo, Z Wang
IEEE Transactions on Emerging Topics in Computational Intelligence, 2024
2024
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