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Alexander Levine — most-cited papers & profile · Reinforcement Learning
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Alexander Levine
7
papers ·
26
citations ·
5
h-index
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Most-cited papers
Policy Smoothing for Provably Robust Reinforcement Learning
2021 · 3 citations
Exploiting Local Dynamics Regularity for Reusable Skills in Offline Hierarchical RL
2026
Offline Action-Free Learning of Ex-BMDPs by Comparing Diverse Datasets
2025
Goal-Conditioned Q-Learning as Knowledge Distillation
2022
Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory
2024
Top co-authors
Amy Zhang
· 3
Peter Stone
· 2
Soheil Feizi
· 2
Abhinav Peri
· 1
Aounon Kumar
· 1
Caleb Chuck
· 1
Carl Qi
· 1
Claas Voelcker
· 1
Sarthak Dayal
· 1
Topics
Offline RL
cs.AI
Multi-Agent
Safe RL
Policy Gradient
Game AI
Value-Based
Model-Based RL
Meta-RL