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Learning State-Specific Action Masks for Reinforcement Learning 期刊论文
Algorithms, 2024, 卷号: 17, 期号: 2, 页码: 60
作者:  Wang ZY(王梓薏);  Li XR(李欣然);  Sun LY(孙罗洋);  Zhang HF(张海峰);  Liu HL(刘华林);  Jun Wang
Adobe PDF(2976Kb)  |  收藏  |  浏览/下载:52/23  |  提交时间:2024/07/05
reinforcement learning  exploration efficiency  space reduction  
Latent Landmark Graph for Efficient Exploration-Exploitation Balance in Hierarchical Reinforcement Learning 期刊论文
Machine Intelligence Research, 2023, 页码: 158
作者:  Zhang Qingyang;  Zhang Hongming;  Xing Dengpeng;  Bo Xu
Adobe PDF(9639Kb)  |  收藏  |  浏览/下载:29/13  |  提交时间:2024/06/25
A Cross-Feature Mutual Learning Framework to Integrate Functional Connectivity and Activity for Brain Disorder Classification 会议论文
, USA, July 15-19, 2024
作者:  Min Zhao;  Rongtao Xu;  Dongmei Zhi;  Shan Yu;  Vince D Calhoun;  Jing Sui
Adobe PDF(2565Kb)  |  收藏  |  浏览/下载:63/24  |  提交时间:2024/06/17
Learning to Understand Traffic Signs 会议论文
, 四川成都, 2021年10月20日-24日
作者:  Guo, Yunfei;  Feng, Wei;  Yin, Fei;  Xue, Tao;  Mei, Shuqi;  Liu, Cheng-Lin
Adobe PDF(3271Kb)  |  收藏  |  浏览/下载:59/24  |  提交时间:2024/06/13
traffic sign understanding  semantic description  multi-task learning  
Continuous Exploration via Multiple Perspectives in Sparse Reward Environment 会议论文
, 厦门国际会议中心, 2023-10-13
作者:  Chen ZP(陈忠鹏);  Guan Q(关强)
Adobe PDF(2260Kb)  |  收藏  |  浏览/下载:47/13  |  提交时间:2024/06/04
Reinforcement Learning · Exploration Strategy · Sparse Reward · Intrinsic Motivation  
D2AH-PPO: Playing ViZDoom With Object-Aware Hierarchical Reinforcement Learning 会议论文
, 中国重庆, 2024.5.7-5.9
作者:  Niu LY(钮龙宇);  Wan J(万军)
Adobe PDF(1645Kb)  |  收藏  |  浏览/下载:58/15  |  提交时间:2024/05/28
深度强化学习  表征学习  分层学习  
HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism 会议论文
, Washington, DC, USA, February 7-14, 2023
作者:  Zhiwei Xu;  Yunpeng Bai;  Bin Zhang;  Dapeng Li;  Guoliang Fan
Adobe PDF(3345Kb)  |  收藏  |  浏览/下载:43/12  |  提交时间:2024/05/28
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:238/77  |  提交时间:2023/07/06
Multi-Objective Bayesian Optimization using Deep Gaussian Processes with Applications to Copper Smelting Optimization 会议论文
, 新加坡, 2022-12
作者:  Kang, Liwen;  Wang, Xuelei;  Wu, Zhiheng;  Wang, Ruihua
Adobe PDF(607Kb)  |  收藏  |  浏览/下载:163/44  |  提交时间:2023/06/29
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载:228/77  |  提交时间:2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis