Tian, Yi

8 publications

L4DC 2023 Can Direct Latent Model Learning Solve Linear Quadratic Gaussian Control? Yi Tian, Kaiqing Zhang, Russ Tedrake, Suvrit Sra

NeurIPS 2023 Convex and Non-Convex Optimization Under Generalized Smoothness Haochuan Li, Jian Qian, Yi Tian, Alexander Rakhlin, Ali Jadbabaie

ICMLW 2023 Toward Understanding Latent Model Learning in MuZero: A Case Study in Linear Quadratic Gaussian Control Yi Tian, Kaiqing Zhang, Russ Tedrake, Suvrit Sra

NeurIPS 2021 Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization Haochuan Li, Yi Tian, Jingzhao Zhang, Ali Jadbabaie

ICML 2021 Online Learning in Unknown Markov Games Yi Tian, Yuanhao Wang, Tiancheng Yu, Suvrit Sra

ICML 2021 Provably Efficient Algorithms for Multi-Objective Competitive RL Tiancheng Yu, Yi Tian, Jingzhao Zhang, Suvrit Sra

NeurIPS 2020 Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes Yi Tian, Jian Qian, Suvrit Sra

ECCVW 2014 Learning Spatio-Temporal Features for Action Recognition with Modified Hidden Conditional Random Field Wanru Xu, Zhenjiang Miao, Jian Zhang, Yi Tian