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PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction 会议论文
Proceedings of the AAAI Conference on Artificial Intelligence, 美国 华盛顿, 2023.02.07 - 2023.02.14
作者:  Bai FS(白丰硕);  Zhang HM(张鸿铭);  Tao TY(陶天阳);  Wu ZH(武志亨);  Wang YN(王燕娜);  Xu B(徐博)
Adobe PDF(1663Kb)  |  收藏  |  浏览/下载：139/34  |  提交时间：2023/07/05
Reinforcement Learning Algorithms  Transfer  Domain Adaptation  Multi-Task Learning  
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks 会议论文
, Washington DC, USA, 2023-2-7
作者:  Pei Xu;  Junge Zhang;  Qiyue Yin;  Chao Yu;  Yaodong Yang;  Kaiqi Huang
Adobe PDF(2037Kb)  |  收藏  |  浏览/下载：172/58  |  提交时间：2023/06/19
deep reinforcement learning  sparse reward  exploration  multi-agent  
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：127/44  |  提交时间：2023/06/12
Deep Contrastive Multiview Network Embedding 会议论文
Proceedings of the 31st ACM International Conference on Information and Knowledge Management, New York, NY, USA, 2022-10-17
作者:  Mengqi Zhang;  Yanqiao Zhu;  Qiang Liu;  Shu Wu;  Liang Wang
Adobe PDF(1307Kb)  |  收藏  |  浏览/下载：102/32  |  提交时间：2023/07/03
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
Adobe PDF(69424Kb)  |  收藏  |  浏览/下载：166/67  |  提交时间：2023/07/06
Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution 会议论文
, Padua, Italy, 18-23 July 2022
作者:  Yunpeng Bai;  Chen Gong;  Bin Zhang;  Guoliang Fan;  Xinwen Hou;  Yu Liu
Adobe PDF(8946Kb)  |  收藏  |  浏览/下载：91/30  |  提交时间：2023/06/14
POPO: Pessimistic Offline Policy Optimization 会议论文
, Singapore, Singapore, 23-27 May 2022
作者:  He Q(何强);  Hou XW(侯新文);  Liu Y(刘禹)
Adobe PDF(1200Kb)  |  收藏  |  浏览/下载：165/34  |  提交时间：2022/06/27
reinforcement learning  offline optimization  out-of-distribution  
Structure-Enhanced Heterogeneous Graph Contrastive Learning 会议论文
, Online, 2022-3
作者:  Zhu, Yanqiao;  Xu, Yichen;  Cui, Hejie;  Yang, Carl;  Liu, Qiang;  Wu, Shu
Adobe PDF(598Kb)  |  收藏  |  浏览/下载：188/48  |  提交时间：2022/06/13
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：104/38  |  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：101/28  |  提交时间：2023/06/12