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Liu Leqi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Liu Leqi
9
papers ·
10
citations ·
7
h-index
University of Leeds · Princeton University · Google DeepMind (United Kingdom) · Google (United Kingdom)
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Most-cited papers
On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk
2021 · 5 citations
ExPO: Unlocking Hard Reasoning with Self-Explanation-Guided Reinforcement Learning
2025
Off-Policy Risk Assessment in Markov Decision Processes
2022
Top co-authors
Ruiyang Zhou
· 1
Zachary C. Lipton
· 1
Topics
Model-Based RL
Policy Gradient
Safe RL
Exploration
RLHF & Alignment
Offline RL