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Faisal Mohamed — most-cited papers & profile · Reinforcement Learning
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Faisal Mohamed
4
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Most-cited papers
Temporal Representations for Exploration: Learning Complex Exploratory Behavior without Extrinsic Rewards
2026
ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning
2025
Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning
2024
Top co-authors
Glen Berseth
· 3
Roger Creus Castanyer
· 2
Adriana Hugessen
· 1
Benjamin Eysenbach
· 1
Catherine Ji
· 1
Cyrus Neary
· 1
Pablo Samuel Castro
· 1
Topics
cs.LG
cs.AI
Exploration
Meta-RL