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Tianjiao Li
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Simple and optimal methods for stochastic variational inequalities, II: Markovian noise and policy evaluation in reinforcement learning
G Kotsalis, G Lan, T Li
arXiv preprint arXiv:2011.08434, 2020
282020
Faster algorithm and sharper analysis for constrained markov decision process
T Li, Z Guan, S Zou, T Xu, Y Liang, G Lan
arXiv preprint arXiv:2110.10351, 2021
52021
Accelerated and instance-optimal policy evaluation with linear function approximation
T Li, G Lan, A Pananjady
arXiv preprint arXiv:2112.13109, 2021
22021
Stochastic first-order methods for average-reward Markov decision processes
T Li, F Wu, G Lan
arXiv preprint arXiv:2205.05800, 2022
2022
Simple and optimal methods for stochastic variational inequalities, II: Markovian noise and policy evaluation in reinforcement learning
G Kotsalis, G Lan, T Li
arXiv preprint arXiv:2011.08434, 2020
2020
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