no code implementations • 13 Feb 2020 • Ke Zhang, Meng Li, Zhengchao Zhang, Xi Lin, Fang He
Multi-vehicle routing problem with soft time windows (MVRPSTW) is an indispensable constituent in urban logistics distribution systems.
no code implementations • 3 Dec 2019 • Hangyu Mao, Wulong Liu, Jianye Hao, Jun Luo, Dong Li, Zhengchao Zhang, Jun Wang, Zhen Xiao
Social psychology and real experiences show that cognitive consistency plays an important role to keep human society in order: if people have a more consistent cognition about their environments, they are more likely to achieve better cooperation.
no code implementations • 3 Dec 2019 • Hangyu Mao, Zhengchao Zhang, Zhen Xiao, Zhibo Gong, Yan Ni
We evaluate the gating mechanism on several tasks.
no code implementations • 26 Feb 2019 • Hangyu Mao, Zhibo Gong, Zhengchao Zhang, Zhen Xiao, Yan Ni
Communication is an important factor for the big multi-agent world to stay organized and productive.
no code implementations • 13 Nov 2018 • Hangyu Mao, Zhengchao Zhang, Zhen Xiao, Zhibo Gong
Second, to model the teammates' policies using the collected information in an effective way, ATT-MADDPG enhances the centralized critic with an attention mechanism.
no code implementations • 24 Oct 2018 • Zhengchao Zhang, Meng Li, Xi Lin, Yinhai Wang, Fang He
Multistep traffic forecasting on road networks is a crucial task in successful intelligent transportation system applications.