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Devavrat Shah — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Devavrat Shah
12
papers ·
47
citations ·
64
h-index
IIT@MIT · Massachusetts Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Q-learning with Nearest Neighbors
2018 · 18 citations
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation
2020 · 12 citations
On Reinforcement Learning for Turn-based Zero-sum Markov Games
2020 · 5 citations
Stable Reinforcement Learning with Unbounded State Space
2020 · 3 citations
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
2021 · 2 citations
Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning
2024
Non-Asymptotic Analysis of Monte Carlo Tree Search
2019
Top co-authors
Zhi Xu
· 5
Qiaomin Xie
· 4
Abdullah Alomar
· 1
Anish Agarwal
· 1
Cindy Yang
· 1
Dennis Shen
· 1
Dogyoon Song
· 1
Jia Wan
· 1
Martin J. Wainwright
· 1
Sean R. Sinclair
· 1
Varkey Alumootil
· 1
Varun Somani
· 1
Topics
Model-Based RL
Value-Based
Exploration
Offline RL
Multi-Agent
Game AI
Safe RL