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Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning

Feb 20, 2020
Chao-Han Huck Yang, Jun Qi, Pin-Yu Chen, Yi Ouyang, I-Te Danny Hung, Chin-Hui Lee, Xiaoli Ma

* Accepted to IEEE ICASSP 2020 

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Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems

Jan 27, 2020
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar


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Learning Latent State Spaces for Planning through Reward Prediction

Dec 09, 2019
Aaron Havens, Yi Ouyang, Prabhat Nagarajan, Yasuhiro Fujita

* Deep RL Workshop, Neurips 2019, Vancouver 

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Online Learning in Planar Pushing with Combined Prediction Model

Oct 17, 2019
Huidong Gao, Yi Ouyang, Masayoshi Tomizuka


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Learning Cross-Domain Representation with Multi-Graph Neural Network

May 24, 2019
Yi Ouyang, Bin Guo, Xing Tang, Xiuqiang He, Jian Xiong, Zhiwen Yu


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Learning Unknown Markov Decision Processes: A Thompson Sampling Approach

Sep 14, 2017
Yi Ouyang, Mukul Gagrani, Ashutosh Nayyar, Rahul Jain

* Accepted to NIPS 2017 

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