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Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets

May 22, 2020
Cong Fei, Bin Wang, Yuzheng Zhuang, Zongzhang Zhang, Jianye Hao, Hongbo Zhang, Xuewu Ji, Wulong Liu

* 7 papges, 3 figures 

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Efficient Deep Reinforcement Learning through Policy Transfer

Feb 19, 2020
Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Weixun Wang, Yujing Hu, Yingfeng Cheng, Changjie Fan, Zhaodong Wang, Jiajie Peng

* Accepted by AAMAS'2020 as an EXTENDED ABSTRACT 

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Monte-Carlo Tree Search for Policy Optimization

Dec 23, 2019
Xiaobai Ma, Katherine Driggs-Campbell, Zongzhang Zhang, Mykel J. Kochenderfer

* In Proceedings of the 28th International Joint Conference on Artificial Intelligence, pp. 3116-3122. AAAI Press, 2019 
* IJCAI 2019 

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Hierarchical Deep Multiagent Reinforcement Learning

Sep 25, 2018
Hongyao Tang, Jianye Hao, Tangjie Lv, Yingfeng Chen, Zongzhang Zhang, Hangtian Jia, Chunxu Ren, Yan Zheng, Changjie Fan, Li Wang

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Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments

Apr 14, 2018
Yan Zheng, Jianye Hao, Zongzhang Zhang

* 8 pages, 7 figures 

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