Mohamed, Faisal

3 publications

ICLR 2026 ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning Roger Creus Castanyer, Faisal Mohamed, Pablo Samuel Castro, Cyrus Neary, Glen Berseth

ICLR 2026 Temporal Representations for Exploration: Learning Complex Exploratory Behavior Without Extrinsic Rewards Faisal Mohamed, Catherine Ji, Benjamin Eysenbach, Glen Berseth

ICLRW 2022 An Empirical Investigation of Mutual Information Skill Learning Faisal Mohamed, Benjamin Eysenbach, Russ Salakhutdinov