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Optimizing Reward Function Weights and Enhancing Control Mechanisms for Bipedal Robots Using LSTM and Attention Mechanisms 会议论文
, 河北保定, 2023-8-16
作者:  Cui LZ(崔凌志);  Tianqi Deng;  Lihua Ma;  Wenhao He
Adobe PDF(541Kb)  |  收藏  |  浏览/下载：16/4  |  提交时间：2024/07/01
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval? 会议论文
, 美国西雅图, 2024-6
作者:  chen yuxin;  ma zongyang;  zhang ziqi;  qi zhongang;  yuan chunfeng;  li bing;  pu junfu;  shan ying;  qi xiaojuan;  hu weiming
Adobe PDF(1070Kb)  |  收藏  |  浏览/下载：36/10  |  提交时间：2024/06/25
Controller Design for a Soft Continuum Robot With Concurrent Continuous Rotation 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: 1-10
作者:  Qiangxiang, Zhao;  Shuai, Wang;  Jian, Hu;  Hongbin, Liu;  Henry, Chu
Adobe PDF(6461Kb)  |  收藏  |  浏览/下载：23/8  |  提交时间：2024/06/11
Robots  Bending  Shape  Shafts  Pneumatic systems  Electron tubes  Task analysis  Concurrent self-rotation and positioning  constrained optimization  continuum robot  Jacobian-based correction  model predictive control (MPC)  
A New Pre-Training Paradigm for Offline Multi-Agent Reinforcement Learning with Suboptimal Data 会议论文
, Seoul, Korea, 2024.4.14-2024.4.19
作者:  Meng Linghui;  Zhang Xi;  Xing Dengpeng;  Xu Bo
Adobe PDF(964Kb)  |  收藏  |  浏览/下载：29/10  |  提交时间：2024/06/11
Multi-Prototype Guided Source-Free Domain Adaptive Object Detection for Autonomous Driving 期刊论文
https://ieeexplore.ieee.org/document/10336548/, 2024, 卷号: 9, 期号: 1, 页码: 1589-1601
作者:  Siqi Zhang;  Lu Zhang;  Guangsen Li;  Pengcheng Li;  Zhiyong Liu
Adobe PDF(4349Kb)  |  收藏  |  浏览/下载：31/10  |  提交时间：2024/06/06
Self-Supervised Representation Learning from Arbitrary Scenarios 会议论文
, 美国西雅图, 2024
作者:  Li, Zhaowen;  Zhu, Yousong;  Chen, Zhiyang;  Gao, Zongxin;  Zhao, Chaoyang;  Zhao, Rui;  Tang, Ming;  Wang, Jinqiao
Adobe PDF(7423Kb)  |  收藏  |  浏览/下载：57/23  |  提交时间：2024/05/30
An Empirical Study on Google Research Football Multi-agent Scenarios 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 549-570
作者:  Yan Song;  He Jiang;  Zheng Tian;  Haifeng Zhang;  Yingping Zhang;  Jiangcheng Zhu;  Zonghong Dai;  Weinan Zhang;  Jun Wang
Adobe PDF(24588Kb)  |  收藏  |  浏览/下载：46/10  |  提交时间：2024/05/23
Multi-agent reinforcement learning (RL), distributed RL system, population-based training, reward shaping, game theory  
Distributed Deep Reinforcement Learning: A Survey and a Multi-player Multi-agent Learning Toolbox 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 411-430
作者:  Qiyue Yin;  Tongtong Yu;  Shengqi Shen;  Jun Yang;  Meijing Zhao;  Wancheng Ni;  Kaiqi Huang;  Bin Liang;  Liang Wang
Adobe PDF(2923Kb)  |  收藏  |  浏览/下载：39/15  |  提交时间：2024/05/23
Deep reinforcement learning, distributed machine learning, self-play, population-play, toolbox  
Enhancing Multi-agent Coordination via Dual-channel Consensus 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 349-368
作者:  Qingyang Zhang;  Kaishen Wang;  Jingqing Ruan;  Yiming Yang;  Dengpeng Xing;  Bo Xu
Adobe PDF(4997Kb)  |  收藏  |  浏览/下载：57/19  |  提交时间：2024/04/23
Multi-agent reinforcement learning, contrastive representation learning, consensus, multi-agent cooperation, cognitive consistency  
Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者:  Fei Ming;  Wenyin Gong;  Ling Wang;  Yaochu Jin
Adobe PDF(2091Kb)  |  收藏  |  浏览/下载：75/32  |  提交时间：2024/03/18
Constrained multi-objective optimization  deep Q-learning  deep reinforcement learning (DRL)  evolutionary algorithms  evolutionary operator selection