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Ankur Moitra — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ankur Moitra
8
papers ·
7
citations ·
34
h-index
Moscow Institute of Thermal Technology · Massachusetts Institute of Technology
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Most-cited papers
Planning in Observable POMDPs in Quasipolynomial Time
2022 · 4 citations
Learning in Observable POMDPs, without Computationally Intractable Oracles
2022 · 3 citations
Can Q-Learning be Improved with Advice?
2021
Exploring and Learning in Sparse Linear MDPs without Computationally Intractable Oracles
2023
Exploration is Harder than Prediction: Cryptographically Separating Reinforcement Learning from Supervised Learning
2024
Linear Bellman Completeness Suffices for Efficient Online Reinforcement Learning with Few Actions
2024
The Role of Inherent Bellman Error in Offline Reinforcement Learning with Linear Function Approximation
2024
Top co-authors
Noah Golowich
· 7
Dhruv Rohatgi
· 3
and Dhruv Rohatgi
· 1
Topics
Exploration
Value-Based
Model-Based RL
Meta-RL
Offline RL