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Aaron Sidford — most-cited papers & profile · Reinforcement Learning
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Aaron Sidford
6
papers ·
45
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Efficiently Solving MDPs with Stochastic Mirror Descent
2020 · 20 citations
Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity
2019 · 17 citations
Variance Reduced Value Iteration and Faster Algorithms for Solving Markov Decision Processes
2017 · 4 citations
Towards Tight Bounds on the Sample Complexity of Average-reward MDPs
2021 · 2 citations
Truncated Variance Reduced Value Iteration
2024
Top co-authors
Mengdi Wang
· 2
Yinyu Ye
· 2
Yujia Jin
· 2
and Jiayi Wang
· 1
Ishani Karmarkar
· 1
Lin F. Yang
· 1
Xian Wu
· 1
Yujia Jin
· 1
Topics
Value-Based
Model-Based RL
Game AI
Multi-Agent
Exploration
Offline RL