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Minimax-Optimal Multi-Agent RL in Zero-Sum Markov Games With a Generative Model


Aug 22, 2022
Gen Li, Yuejie Chi, Yuting Wei, Yuxin Chen


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Cost-Effective Online Contextual Model Selection


Jul 13, 2022
Xuefeng Liu, Fangfang Xia, Rick L. Stevens, Yuxin Chen


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PIC 4th Challenge: Semantic-Assisted Multi-Feature Encoding and Multi-Head Decoding for Dense Video Captioning


Jul 11, 2022
Yifan Lu, Ziqi Zhang, Yuxin Chen, Chunfeng Yuan, Bing Li, Weiming Hu

* 5 pages, 2 figures, report of PIC 4th Challenge 

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Model-Based Reinforcement Learning Is Minimax-Optimal for Offline Zero-Sum Markov Games


Jun 08, 2022
Yuling Yan, Gen Li, Yuxin Chen, Jianqing Fan


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These Maps Are Made For Walking: Real-Time Terrain Property Estimation for Mobile Robots


May 25, 2022
Parker Ewen, Adam Li, Yuxin Chen, Steven Hong, Ram Vasudevan


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Settling the Sample Complexity of Model-Based Offline Reinforcement Learning


Apr 11, 2022
Gen Li, Laixi Shi, Yuxin Chen, Yuejie Chi, Yuting Wei


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CREATE: A Benchmark for Chinese Short Video Retrieval and Title Generation


Mar 31, 2022
Ziqi Zhang, Yuxin Chen, Zongyang Ma, Zhongang Qi, Chunfeng Yuan, Bing Li, Ying Shan, Weiming Hu


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Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation


Mar 20, 2022
Zongyang Ma, Guan Luo, Jin Gao, Liang Li, Yuxin Chen, Shaoru Wang, Congxuan Zhang, Weiming Hu


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Learning Representation for Bayesian Optimization with Collision-free Regularization


Mar 16, 2022
Fengxue Zhang, Brian Nord, Yuxin Chen

* 28 pages, 24 figures 

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