Publications

Survey of Research on Offline Reinforcement Learning

Published in Radio Communications Technology, China, 2024

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Recommended citation: Siqi Chen, Jie Geng, Yunfei Wang, Weichi Yu, Jianing Zhao, Shichao Wang, "Survey of Research on Offline Reinforcement Learning." Radio Communications Technology, China, 2024.
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ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning

Published in In the proceedings of Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Recommended citation: Siqi Chen, Jianing Zhao, Kai Zhao, Gerhard Weiss, Fengyun Zhang, Ran Su, Yang Dong, Daqian Li, Kaiyou Lei, "ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning." In the proceedings of Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024.
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An effective negotiating agent framework based on deep offline reinforcement learning

Published in In the proceedings of Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, 2023

Recommended citation: Siqi Chen, Jianing Zhao, Gerhard Weiss, Ran Su, Kaiyou Lei, "An effective negotiating agent framework based on deep offline reinforcement learning." In the proceedings of Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, 2023.
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Transfer Reinforcement Learning Based Negotiating Agent Framework

Published in In the proceedings of Advances in Knowledge Discovery and Data Mining, 2023

Recommended citation: Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss, "Transfer Reinforcement Learning Based Negotiating Agent Framework." In the proceedings of Advances in Knowledge Discovery and Data Mining, 2023.
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