TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search. - Tarun Gogineni; Ziping Xu; Exequiel Punzalan; Runxuan Jiang; Joshua Kammeraad; Ambuj Tewari; Paul M. Zimmerman (NeurIPS, 2020)

Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting. - Ziping Xu; Ambuj Tewari (NeurIPS, 2020)

Near-optimal Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms for the Non-episodic Setting. - Ziping Xu; Ambuj Tewari (CoRR, 2020)

Zeroth-Order Supervised Policy Improvement. - Hao Sun; Ziping Xu; Yuhang Song 001; Meng Fang; Jiechao Xiong; Bo Dai 002; Zhengyou Zhang; Bolei Zhou (CoRR, 2020)

Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns. - Ziping Xu; Amirhossein Meisami; Ambuj Tewari (AISTATS, 2021)

Representation Learning Beyond Linear Prediction Functions. - Ziping Xu; Ambuj Tewari (NeurIPS, 2021)

Safe Exploration by Solving Early Terminated MDP. - Hao Sun; Ziping Xu; Meng Fang; Zhenghao Peng; Jiadong Guo; Bo Dai 002; Bolei Zhou (CoRR, 2021)

Bandit Algorithms for Precision Medicine. - Yangyi Lu; Ziping Xu; Ambuj Tewari (CoRR, 2021)

On the Statistical Benefits of Curriculum Learning. - Ziping Xu; Ambuj Tewari (ICML, 2022)

Adaptive Sampling for Discovery. - Ziping Xu; Eunjae Shim; Ambuj Tewari; Paul M. Zimmerman (NeurIPS, 2022)

Adaptive Learning for Discovery. - Ziping Xu; Eunjae Shim; Ambuj Tewari; Paul M. Zimmerman (CoRR, 2022)

Online learning in bandits with predicted context. - Yongyi Guo; Ziping Xu; Susan A. Murphy (AISTATS, 2024)

Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks. - Ziping Xu; Zifan Xu; Runxuan Jiang; Peter Stone 001; Ambuj Tewari (ICLR, 2024)

A Natural Extension To Online Algorithms For Hybrid RL With Limited Coverage. - Kevin Tan; Ziping Xu (RLJ, 2024)

CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection. - Quanfu Fan; Yilai Li; Yuguang Yao; John Cohn; Sijia Liu 001; Ziping Xu; Seychelle M. Vos; Michael A. Cianfrocco (WACV, 2024)

The Fallacy of Minimizing Local Regret in the Sequential Task Setting. - Ziping Xu; Kelly W. Zhang; Susan A. Murphy (CoRR, 2024)

Reinforcement Learning on Dyads to Enhance Medication Adherence. - Ziping Xu; Hinal Jajal; Sung Won Choi; Inbal Nahum-Shani; Guy Shani; Alexandra M. Psihogios; Pei-Yao Hung; Susan A. Murphy (AIME (1), 2025)

Reinforcement Learning on AYA Dyads to Enhance Medication Adherence. - Ziping Xu; Hinal Jajal; Sung Won Choi; Inbal Nahum-Shani; Guy Shani; Alexandra M. Psihogios; Pei-Yao Hung; Susan A. Murphy (CoRR, 2025)

Generalized Linear Markov Decision Process. - Sinian Zhang; Kaicheng Zhang; Ziping Xu; Tianxi Cai; Doudou Zhou (CoRR, 2025)