Zhaoran Wang

Zhaoran Wang

Northwestern University - Evanston / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 858856
person_outline Zhaoran Wang's MOST POPULAR ARTICLES
1-) Provably Efficient Reinforcement Learning with Linear Function ApproximationC Jin, Z Yang, Z Wang, MI JordanMathematics of Operations Research/Annual Conference on Learning Theory, 20223852022
2-) A Theoretical Analysis of Deep Q-LearningJ Fan, Z Wang, Y Xie, Z YangLearning for Dynamics and Control, 20203792020
3-) Is Pessimism Provably Efficient for Offline RL?Y Jin, Z Yang, Z WangInternational Conference on Machine Learning, 20212352021
4-) Provably Efficient Exploration in Policy OptimizationQ Cai, Z Yang, C Jin, Z WangInternational Conference on Machine Learning, 20203062020
5-) A Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-CriticM Hong, HT Wai, Z Wang, Z YangSIAM Journal on Optimization, 2022275*2022