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Riad Akrour — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Riad Akrour
9
papers ·
19
citations ·
11
h-index
Centre National de la Recherche Scientifique · Université de Lille · Centre de Recherche en Informatique, Signal et Automatique de Lille · École Centrale de Lille
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Most-cited papers
Model-Free Trajectory-based Policy Optimization with Monotonic Improvement
2016 · 19 citations
PB$^2$: Preference Space Exploration via Population-Based Methods in Preference-Based Reinforcement Learning
2025
StaQ it! Growing neural networks for Policy Mirror Descent
2025
Evaluating Interpretable Reinforcement Learning by Distilling Policies into Programs
2025
Continuous Action Reinforcement Learning from a Mixture of Interpretable Experts
2020
Entropy Regularized Reinforcement Learning with Cascading Networks
2022
Limits of Actor-Critic Algorithms for Decision Tree Policies Learning in IBMDPs
2023
Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning
2024
Augmented Bayesian Policy Search
2024
Top co-authors
Philippe Preux
· 4
Alena Shilova
· 2
Alex Davey
· 2
Brahim Driss
· 2
Hector Kohler
· 2
Jan Peters
· 2
Quentin Delfosse
· 2
Abbas Abdolmaleki
· 1
Carlo D'Eramo
· 1
Davide Tateo
· 1
Debabrota Basu
· 1
Gerhard Neumann
· 1
Topics
Policy Gradient
Model-Based RL
Exploration
RLHF & Alignment
Value-Based
Safe RL
Multi-Agent
Game AI