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Tianjiao Li

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Stochastic first-order methods for average-reward Markov decision processes

May 19, 2022
Tianjiao Li, Feiyang Wu, Guanghui Lan

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Accelerated and instance-optimal policy evaluation with linear function approximation

Dec 24, 2021
Tianjiao Li, Guanghui Lan, Ashwin Pananjady

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Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process

Oct 20, 2021
Tianjiao Li, Ziwei Guan, Shaofeng Zou, Tengyu Xu, Yingbin Liang, Guanghui Lan

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The Multi-Modal Video Reasoning and Analyzing Competition

Aug 18, 2021
Haoran Peng, He Huang, Li Xu, Tianjiao Li, Jun Liu, Hossein Rahmani, Qiuhong Ke, Zhicheng Guo, Cong Wu, Rongchang Li, Mang Ye, Jiahao Wang, Jiaxu Zhang, Yuanzhong Liu, Tao He, Fuwei Zhang, Xianbin Liu, Tao Lin

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UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles

Apr 12, 2021
Tianjiao Li, Jun Liu, Wei Zhang, Yun Ni, Wenqian Wang, Zhiheng Li

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Simple and optimal methods for stochastic variational inequalities, II: Markovian noise and policy evaluation in reinforcement learning

Nov 25, 2020
Georgios Kotsalis, Guanghui Lan, Tianjiao Li

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Simple and optimal methods for stochastic variational inequalities, I: operator extrapolation

Nov 15, 2020
Georgios Kotsalis, Guanghui Lan, Tianjiao Li

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