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KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge

Feb 18, 2020
Peng Zhang, Jianye Hao, Weixun Wang, Hongyao Tang, Yi Ma, Yihai Duan, Yan Zheng


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Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning

May 01, 2018
Takumi Akazaki, Shuang Liu, Yoriyuki Yamagata, Yihai Duan, Jianye Hao

* Formal Methods. FM 2018. Lecture Notes in Computer Science, vol 10951. Springer, Cham 
* 9 pages, 1 figure, to be presented at FM2018 

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