Zhaoran Wang

A Theoretical Analysis of Deep Q-Learning

Zhuoran Yang, Yuchen Xie, Zhaoran Wang · Learning for Dynamics and Control · 2020 · 194 citations

Theoretical Analysis, Engineering, Machine Learning +3

A Theoretical Analysis of Deep Q-Learning

Jianqing Fan, Zhaoran Wang, Yuchen Xie et al. · arXiv (Cornell University) · 2019 · 131 citations · Full text

Theoretical Analysis, Engineering, Machine Learning +14

Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization

Hoi-To Wai, Zhuoran Yang, Zhaoran Wang et al. · arXiv (Cornell University) · 2018 · 119 citations · Full text

Artificial Intelligence, Mathematical Programming, Multi-agent Reinforcement Learning +15

Provably Efficient Exploration in Policy Optimization

Qi Cai, Zhuoran Yang, Chi Jin et al. · 2020 · 86 citations

Artificial Intelligence, Engineering, Machine Learning +16

Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy

Boyi Liu, Qi Cai, Zhuoran Yang et al. · Neural Information Processing Systems · 2019 · 52 citations

Artificial Intelligence, Cognitive Science, Engineering +13