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cs.LG2025
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic
Bassel El Mabsout, Abdelrahman Abdelgawad, Renato Mancuso
Practitioners designing reinforcement learning policies face a fundamental challenge: translating intended behavioral objectives into representative reward functions. This challeng…
cs.LG2024
Scrap Your Schedules with PopDescent
Abhinav Pomalapally, Bassel El Mabsout, Renato Mansuco
In contemporary machine learning workloads, numerous hyper-parameter search algorithms are frequently utilized to efficiently discover high-performing hyper-parameter values, such…