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Toward Discovering Options that Achieve Faster Planning


May 25, 2022
Yi Wan, Richard S. Sutton


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Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods


Apr 25, 2022
Yi Wan, Ali Rahimi-Kalahroudi, Janarthanan Rajendran, Ida Momennejad, Sarath Chandar, Harm van Seijen


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LiDAR-guided Stereo Matching with a Spatial Consistency Constraint


Feb 24, 2022
Yongjun Zhang, Siyuan Zou, Xinyi Liu, Xu Huang, Yi Wan, Yongxiang Yao

* ISPRS Journal of Photogrammetry and Remote Sensing Volume 183(2021) 164-177 
* we replace an article because of the addition of journal reference, DOI, and report number information 

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Loop closure detection using local 3D deep descriptors


Oct 31, 2021
Youjie Zhou, Yiming Wang, Fabio Poiesi, Qi Qin, Yi Wan

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Average-Reward Learning and Planning with Options


Oct 26, 2021
Yi Wan, Abhishek Naik, Richard S. Sutton


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Planning with Expectation Models for Control


Apr 17, 2021
Katya Kudashkina, Yi Wan, Abhishek Naik, Richard S. Sutton


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Average-Reward Off-Policy Policy Evaluation with Function Approximation


Jan 08, 2021
Shangtong Zhang, Yi Wan, Richard S. Sutton, Shimon Whiteson


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Detecting Log Anomalies with Multi-Head Attention (LAMA)


Jan 07, 2021
Yicheng Guo, Yujin Wen, Congwei Jiang, Yixin Lian, Yi Wan


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Learning and Planning in Average-Reward Markov Decision Processes


Jun 29, 2020
Yi Wan, Abhishek Naik, Richard S. Sutton


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