41 citations · 60 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 41 cited
Reward Shaping via Meta-Learning
Haosheng Zou, Tongzheng Ren, Dong Yan +2
Reward shaping is one of the most effective methods to tackle the crucial yet challenging problem of credit assignment in Reinforcement Learning (RL). However, designing shaping fu…
cs.CV2018★ 5 cited
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process
Haosheng Zou, Hang Su, Shihong Song +1
Crowd behavior understanding is crucial yet challenging across a wide range of applications, since crowd behavior is inherently determined by a sequential decision-making process b…
cs.CV2017★ 14 cited
The YouTube-8M Kaggle Competition: Challenges and Methods
Haosheng Zou, Kun Xu, Jialian Li +1
We took part in the YouTube-8M Video Understanding Challenge hosted on Kaggle, and achieved the 10th place within less than one month's time. In this paper, we present an extensive…