Author

Maryam Kamgarpour

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Preprint Aug 2026

Refundable Deposits: How to Restore Cooperation in Finitely Repeated Games

While infinitely repeated games admit a rich set of Nash equilibria, finitely repeated games typically have a much smaller and often inefficient one. We show how to enlarge this set using deposits: in each period a player may place a refundable sum with a neutral intermediary, returned when the game ends and forfeited...

Giulio Salizzoni, Domenico Mergoni Cecchelli, Edward Plumb et al. · 0 citations

#machine learning Preprint Sep 2026

Learning to build covering structures with continuous adjustments

This work introduces a reinforcement learning approach that forgoes predefined plans entirely, instead generating construction sequences adaptively as the structure is built, and evaluates the algorithm, HSAC, against the prior method hybrid-PPO (HPPO), demonstrating significantly higher asymptotic performance and good...

Gabriel Vallat, Maryam Kamgarpour, S. Parascho · 0 citations