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| 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 |
| UAV Path Planning with Terrain Constraints for Aerial Scanning. 期刊论文
IEEE Transactions on Intelligent Vehicles, 2024, 卷号: 9, 期号: 1, 页码: 1189-1203
作者: Jinbiao Yuan; Zhenbao Liu; Xiaoyu Xiong; Yunfeng Ai; Long Chen; Bin Tian
 Adobe PDF(3939Kb) | 收藏 | 浏览/下载：75/20 | 提交时间：2024/06/20 |
| A Multi-AGV Routing Planning Method Based on Deep Reinforcement Learning and Recurrent Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1720-1722
作者: Yishuai Lin; Gang Hu; Liang Wang; Qingshan Li; Jiawei Zhu
Adobe PDF(2948Kb) | 收藏 | 浏览/下载：55/22 | 提交时间：2024/06/07 |
| Secure Tracking Control via Fixed-Time Convergent Reinforcement Learning for a UAV CPS 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1699-1701
作者: Zhenyu Gong; Feisheng Yang
Adobe PDF(604Kb) | 收藏 | 浏览/下载：49/20 | 提交时间：2024/06/07 |
| Discovering Latent Variables for the Tasks With Confounders in Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1591-1604
作者: Kun Jiang; Wenzhang Liu; Yuanda Wang; Lu Dong; Changyin Sun
Adobe PDF(2128Kb) | 收藏 | 浏览/下载：42/15 | 提交时间：2024/06/07
Latent variable model maximum entropy multi-agent reinforcement learning (MARL) multi-agent system |
| Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者: Zeyu Gao; Yao Mu; Chen Chen; Jingliang Duan; Ping Luo; Yanfeng Lu; Shengbo Eben Li
Adobe PDF(3954Kb) | 收藏 | 浏览/下载：40/15 | 提交时间：2024/06/06
End-to-end autonomous driving deep reinforcement learning world model |
| Fuzzy Feedback Multi-Agent Reinforcement Learning for Adversarial Dynamic Multi-Team Competitions 期刊论文
IEEE Transactions on Fuzzy Systems, 2024, 页码: 1
作者: Qingxu Fu; Zhiqiang Pu; Yi Pan; Tenghai Qiu; Jianqiang Yi
Adobe PDF(4975Kb) | 收藏 | 浏览/下载：43/14 | 提交时间：2024/06/05 |
| Boosting On-Policy Actor–Critic With Shallow Updates in Critic 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 1-10
作者: Luntong Li; Yuanheng Zhu
Adobe PDF(9953Kb) | 收藏 | 浏览/下载：45/15 | 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：43/8 | 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 |
