2 papers
cs.LG2026
Differentiating Through Dual Prices: End-to-End Policy Learning Under Capacity Constraints
Mohammadsaeed Haghi, Mahdi Salmani, Nima Kelidari
Many social services assign scarce resources, such as housing assistance or hospital interventions, to people who arrive one at a time: each arrival must receive a decision immedia…
cs.LG2026
A Gold-Standard Study of What Makes a Lightweight Game-Playing Agent Strong
Nima Kelidari, Mohammadsaeed Haghi, Mahdi Salmani
Reinforcement learning agents for imperfect-information card games are only as strong as the opponents they train against, and they are hard to grade, since they beat a random oppo…