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Zakaria Mhammedi — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Zakaria Mhammedi
7
papers ·
5
citations ·
8
h-index
Google (United States)
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Most-cited papers
Model Predictive Control via On-Policy Imitation Learning
2022 · 4 citations
The Power of Resets in Online Reinforcement Learning
2024 · 1 citations
Decoupling Exploration and Policy Optimization: Uncertainty Guided Tree Search for Hard Exploration
2026
End-to-End Efficient RL for Linear Bellman Complete MDPs with Deterministic Transitions
2026
Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL
2023
Sample and Oracle Efficient Reinforcement Learning for MDPs with Linearly-Realizable Value Functions
2024
Reinforcement Learning under Latent Dynamics: Toward Statistical and Algorithmic Modularity
2024
Top co-authors
Dylan J. Foster
· 3
Alexander Rakhlin
· 2
Akshay Krishnamurthy
· 1
Alexander Rakhlin
· 1
Ali Jadbabaie
· 1
Horia Mania
· 1
James Cohan
· 1
Kwangjun Ahn
· 1
Nan Jiang
· 1
Nneka Okolo
· 1
Philip Amortila
· 1
Zhang-Wei Hong
· 1
Topics
Model-Based RL
Exploration
Value-Based
Safe RL
Game AI
Meta-RL