Department of Mathematics
University of California, Berkeley
Office: 1020 Evans
Temporary office: 750 Sutardja Dai Hall
Email: hrtang@math.berkeley.edu
Introduction
I am a fourth year graduate student studying Applied Math. My current interest is machine learning, and specifically, reinforcement learning.
Publications
2018
Modular Architecture for StarCraft II with Deep Reinforcement Learning
Dennis Lee*, Haoran Tang*, Jeffrey O Zhang, Huazhe Xu, Trevor Darrell, Pieter Abbeel pdf website (with videos). AIIDE 20182017
Reinforcement Learning with Deep Energy-Based Policies
Haoran Tang*, Tuomas Haarnoja*, Pieter Abbeel, Sergey Levine pdf website (with videos) code . ICML 2017blog post (with updated materials)
2016
#Exploration: A Study of Count-based Exploration for Deep Reinforcement Learning
Haoran Tang*, Rein Houthooft*, Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel pdf videos. NIPS 2017* equal contribution