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Dynamic datasets and market environments for financial reinforcement learning 期刊论文
MACHINE LEARNING, 2024, 页码: 45
作者:  Liu, Xiao-Yang;  Xia, Ziyi;  Yang, Hongyang;  Gao, Jiechao;  Zha, Daochen;  Zhu, Ming;  Wang, Christina Dan;  Wang, Zhaoran;  Guo, Jian
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/03
Financial reinforcement learning  FinRL  Dynamic dataset  Market environment  AI4Finance  Open finance  
A cooperation and decision-making framework in dynamic confrontation for multi-agent systems 期刊论文
Computers and Electrical Engineering, 2024, 卷号: 118, 页码: 118
作者:  Lexing Wang;  Tenghai Qiu;  Zhiqiang Pu;  Jianqiang Yi
Adobe PDF(1302Kb)  |  收藏  |  浏览/下载：61/20  |  提交时间：2024/06/06
Multi-agent system  Target allocation  Decision making  Swarm motion control  
A Cooperation Graph Approach for Multiagent Sparse Reward Reinforcement Learning 会议论文
, Padua, Italy, 2022年07月
作者:  Qingxu Fu;  Tenghai Qiu;  Zhiqiang Pu;  Jianqiang Yi;  Wanmai Yuan
Adobe PDF(2650Kb)  |  收藏  |  浏览/下载：50/18  |  提交时间：2024/06/05
Learning Heterogeneous Agent Cooperation via Multiagent League Training 期刊论文
IFAC World Congress, 2023, 页码: IFAC PapersOnLine 56-2 (2023) 3033-3040
作者:  Qingxu, Fu;  Xiaolin Ai;  Jianqiang Yi;  Tenghai Qiu;  Wanmai Yuan;  Zhiqiang Pu
Adobe PDF(996Kb)  |  收藏  |  浏览/下载：48/14  |  提交时间：2024/06/05
Learning Cooperative Policies with Graph Networks in Distributed Swarm Systems 会议论文
, Queensland, Australia, June 18-23, 2023
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强);  Ai XL(艾晓琳);  Yuan GM(袁莞迈)
Adobe PDF(612Kb)  |  收藏  |  浏览/下载：198/58  |  提交时间：2023/06/12
Hierarchical Cooperative Swarm Policy Learning with Role Emergence 会议论文
, Online, 05-07 December 2021
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Qiu TH(丘腾海);  Yi JQ(易建强)
Adobe PDF(327Kb)  |  收藏  |  浏览/下载：168/72  |  提交时间：2023/06/12
Semantic Perception Swarm Policy with Deep Reinforcement Learning 会议论文
, Online, 05 December 2021
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(523Kb)  |  收藏  |  浏览/下载：145/60  |  提交时间：2023/06/12
Intrinsic Reward with Peer Incentives for Cooperative Multi-Agent Reinforcement Learning 会议论文
, Online, 18-23 July 2022
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Wu SG(吴士广);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(2189Kb)  |  收藏  |  浏览/下载：238/70  |  提交时间：2023/06/12
Multi-UAV Cooperative Short-Range Combat via Attention-Based Reinforcement Learning using Individual Reward Shaping 会议论文
, Kyoto, Japan, October 23-27, 2022
作者:  Zhang TL(张天乐);  Qiu TH(丘腾海);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(896Kb)  |  收藏  |  浏览/下载：188/62  |  提交时间：2023/06/12
Multi-Target Encirclement with Collision Avoidance via Deep Reinforcement Learning using Relational Graphs 会议论文
, Philadelphia, PA, USA, May 23-27, 2022
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(4277Kb)  |  收藏  |  浏览/下载：182/42  |  提交时间：2023/06/12