Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian

Paria Rashidinejad, Hanlin Zhu, Kunhe Yang, Stuart Russell, Jiantao Jiao

Preprint, 2022

Average-Case Communication Complexity of Statistical Problems

Cyrus Rashtchian*, David P. Woodruff*, Peng Ye*, Hanlin Zhu*

Conference on Learning Theory (COLT), 2021

Vector-Matrix-Vector Queries for Solving Linear Algebra, Statistics, and Graph Problems

Cyrus Rashtchian*, David P. Woodruff*, Hanlin Zhu*

RANDOM, 2020

Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog

Ryuichi Takanobu, Hanlin Zhu, Minlie Huang

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019