Publication

  — 2023 —

You Only Plan Once: A Learning-based One-stage Planner with Guidance Learning
Junjie Lu, Xuewei Zhang, Hongming Shen, Liwen Xu, and Bailing Tian
the School of Electrical and Information Egineering
Tianjin University
[Project page] [Paper]
Synthesizing Physical Character-Scene Interactions
Mohamed Hassan, Yunrong Guo, Tingwu Wang, Michael Black, Sanja Fidler, Xue Bin Peng
ACM SIGGRAPH 2023
[Project page] [Paper]

  — 2022 —

Unsupervised Reinforcement Learning with Contrastive Intrinsic Control
Michael Laskin, Hao Liu, Xue Bin Peng, Denis Yarats, Aravind Rajeswaran, Pieter Abbeel
Neural Information Processing Systems (NeurIPS 2022)
[Project page] [Paper]




Thesis


Ph.D. Thesis
Acquiring Motor Skills Through Motion Imitation and Reinforcement Learning
University of California, Berkeley 2021
[Project page] [Thesis]
M.Sc. Thesis
Developing Locomotion Skills with Deep Reinforcement Learning
University of British Columbia 2017
[Project page] [Thesis]