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| An Improved Minimax-Q Algorithm Based on Generalized Policy Iteration to Solve a Chaser-Invader Game 会议论文
, 线上, 2020-5
作者: Liu MS(刘民颂) ; Zhu YH(朱圆恒); Zhao DB(赵冬斌)
 Adobe PDF(727Kb) |  收藏 | 浏览/下载：22/10 | 提交时间：2024/07/04 |
| User Response Modeling in Reinforcement Learning for Ads Allocation 会议论文
, 新加坡, May 13 - 17, 2024
作者: Zhang, Zhiyuan; Zhang, Qichao; Wu, Xiaoxu; Shi, Xiaowen; Liao, Guogang; Wang, Yongkong; Wang, xingxing; Zhao, Dongbin
 Adobe PDF(2077Kb) | 收藏 | 浏览/下载：35/15 | 提交时间：2024/06/25
Ads Allocation Reinforcement Learning User Response Modeling |
| Soft Contrastive Learning with Q-irrelevance Abstraction for Reinforcement Learning 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 卷号: 15, 期号: 3, 页码: 1463 - 1473
作者: Liu MS(刘民颂); Li LT(李伦通); Hao S(郝帅); Zhu YH(朱圆恒); Zhao DB(赵冬斌)
Adobe PDF(4197Kb) | 收藏 | 浏览/下载：43/15 | 提交时间：2024/06/24 |
| Enhancing Reinforcement Learning via Transformer-based State Predictive Representations 期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1 - 12
作者: Liu MS(刘民颂); Zhu YH(朱圆恒); Chen YR(陈亚冉); Zhao DB(赵冬斌)
Adobe PDF(1162Kb) | 收藏 | 浏览/下载：29/8 | 提交时间：2024/06/24 |
| Driving Control with Deep and Reinforcement Learning in The Open Racing Car Simulator 会议论文
, Siem Reap, Cambodia, 2018, 12, 13-16
作者: Yuanheng Zhu; Dongbin Zhao
Adobe PDF(697Kb) | 收藏 | 浏览/下载：31/15 | 提交时间：2024/06/05 |
| MAT: Morphological Adaptive Transformer for Universal Morphology Policy Learning 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1-12
作者: Boyu Li; Haran Li; Yuanheng Zhu; Dongbin Zhao
Adobe PDF(9953Kb) | 收藏 | 浏览/下载：32/10 | 提交时间：2024/06/05 |
| FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game 期刊论文
IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 页码: 1-13
作者: Guangzheng Hu; Yuanheng Zhu; Haoran Li; Dongbin Zhao
Adobe PDF(2144Kb) | 收藏 | 浏览/下载：44/8 | 提交时间：2024/06/05
Games Q-learning Task analysis Optimization Convergence Training Nash equilibrium Multi-agent reinforcement learning minimax-Q learning two-team zero-sum Markov games |
| Advantage Constrained Proximal Policy Optimization in Multi-Agent Reinforcement Learning 会议论文
, 昆士兰, 2023-6
作者: Li WF(李伟凡); Zhu YH(朱圆恒); Zhao DB(赵冬斌)
Adobe PDF(4104Kb) | 收藏 | 浏览/下载：258/81 | 提交时间：2023/06/29
multi-agent reinforcement learning policy gradient |
| Benchmarking lane-changing decision-making for deep reinforcement learning 会议论文
, Guangzhou, China, 2021-11
作者: Wang JJ(王俊杰); Zhang QC(张启超); Zhao DB(赵冬斌)
Adobe PDF(1117Kb) | 收藏 | 浏览/下载：162/55 | 提交时间：2023/05/30 |
| Lane change decision-making through deep reinforcement learning with rule-based constraints 会议论文
, Budapest, Hungary, 2019-7
作者: Wang JJ(王俊杰); Zhang QC(张启超); Zhao DB(赵冬斌); Chen YR(陈亚冉)
Adobe PDF(295Kb) | 收藏 | 浏览/下载：145/43 | 提交时间：2023/05/30
Lane Change Decision-making Deep Reinforcement Learning Deep Q-Network |
