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Anna Winnicki — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Anna Winnicki
7
papers ·
7
citations ·
3
h-index
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Most-cited papers
Reinforcement Learning with Unbiased Policy Evaluation and Linear Function Approximation
2022 · 2 citations
On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation
2023 · 2 citations
Optimistic Policy Iteration for MDPs with Acyclic Transient State Structure
2021 · 1 citations
A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games
2023 · 1 citations
Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization
2024 · 1 citations
Reinforcement Learning with Segment Feedback
2025
The Role of Lookahead and Approximate Policy Evaluation in Reinforcement Learning with Linear Value Function Approximation
2021
Top co-authors
R. Srikant
· 7
Gal Dalal
· 2
Joseph Lubars
· 2
Michael Livesay
· 2
Shie Mannor
· 2
Yihan Du
· 2
Topics
Value-Based
Policy Gradient
Model-Based RL
Offline RL
Game AI
Multi-Agent
Exploration
RLHF & Alignment