185 citations · 340 across the 18 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.AI2019★ 25 cited
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
Deheng Ye, Zhao Liu, Mingfei Sun +15
We study the reinforcement learning problem of complex action control in the Multi-player Online Battle Arena (MOBA) 1v1 games. This problem involves far more complicated state and…
cs.LG2019★ 6 cited
Adversarial Imitation Learning from Incomplete Demonstrations
Mingfei Sun, Xiaojuan Ma
Imitation learning targets deriving a mapping from states to actions, a.k.a. policy, from expert demonstrations. Existing methods for imitation learning typically require any actio…
cs.HC2019★ 1 cited
Estimating Emotional Intensity from Body Poses for Human-Robot Interaction
Mingfei Sun, Yiqing Mou, Hongwen Xie +3
Equipping social and service robots with the ability to perceive human emotional intensities during an interaction is in increasing demand. Most of existing work focuses on determi…