Jianye Hao is an Associate Professor at College of Intelligence and Computing ,Tianjin University.
Jianye's research focuses on deep reinforcement learning and multiagent systems and apply those techniques and methodologies to address large-scale and dynamic decision-making problems including game AI (deployed in a number of commercial game products in Netease), ads display optimization in e-commerce (deployed in Alibaba's Taobao Platform), Auto-Driving, Wireless network and Data center optimization and so on.
Education: |
- Visiting Scholar at School of Computer Science and Software Engineering, University of Wollongong, Sep 2014 - Oct 2014, Host: Prof. Minjie Zhang
- Visiting Scholar at School of Computing, National University of Singapore, July, 2011 - December, 2011, Host:Prof. Jin Song Dong
Current research focuses on :
PhD students:
- Best System Paper Award in CoRL 2020:" SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving", 2020
- ACM SIGSOFT Distinguished Paper Award in ASE 2019:" Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning", 2019
- Best Paper Award in DAI 2019:" Achieving Cooperation Through Deep Multiagent Reinforcement Learning in Sequential Prisoner's Dilemmas", 2019
- CCF Young Scholar Award, 2017-2020.
- Tianjin Young Talent 1000 Plan, 2015-2018.
- Second Place in The Fifth International Automated Negotiating Agent Competition (ANAC2015) at AAMAS 2015, Turkey, 2015.
- Endeavour Research Fellowship, 2014-2015.
- Champion of The Third International Automated Negotiating Agent Competition (ANAC 2012) at AAMAS 2012 , Spain, 2012.
- The Best Agent in Discounted Domains in The Third International Automated Negotiating Agent Competition (ANAC 2012) at AAMAS 2012.
- Global Scholarship for Research Excellence - awarded by The Chinese University of Hong Kong, 2011.
- Organizer
- PRICAI 2018 Co-PC chair (Reinforcement Learning Track)
- DAI 2019 Publicity Chair, 2020 Sponsor Chair
- Co-chair of CCML workshop on Reinforcement Learning, 2017
- Co-chair of International Workshop on Multiagent Learning: Theory and Application, 2016
- (Senior) Program Committee Member of AAAI、IJCAI、ICML、NeurIPS、AAMAS、CIKM
- Introduction to Artificial Intelligence, 2015-present, Tianjin University
- Advanced Artificial Intelligence, 2015-present, Tianjin University
- Advanced Big Data, 2015-2018, Tianjin University
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