Haoran Tang


Department of Mathematics
University of California, Berkeley

Office: 1020 Evans
Temporary office: 750 Sutardja Dai Hall
Email: hrtang@math.berkeley.edu


I am a fourth year graduate student studying Applied Math. My current interest is machine learning, and specifically, reinforcement learning.



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 2018


Reinforcement Learning with Deep Energy-Based Policies

Haoran Tang*, Tuomas Haarnoja*, Pieter Abbeel, Sergey Levine   pdf   website (with videos)   code . ICML 2017

blog post (with updated materials)


#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