D'Orazio, Ryan

1. A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games
   2022/06/12 by Samuel Sokota, Ryan D'Orazio, Sokota, Samuel +13 · 1 voice · 9 citations
   Computer Science · Decision Sciences · Social Sciences · #Experimental Behavioral Economics Studies #Game Theory and Applications #Reinforcement Learning in Robotics #cs.AI #cs.GT #cs.LG
2. Stochastic Mirror Descent: Convergence Analysis and Adaptive Variants via the Mirror Stochastic Polyak Stepsize
   2021/10/28 by D'Orazio, Ryan, Loizou, Nicolas, Laradji, Issam +1 · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
3. Abstracting Imperfect Information Away from Two-Player Zero-Sum Games
   2023/01/22 by Sokota, Samuel, D'Orazio, Ryan, Ling, Chun Kai +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. New Perspectives on the Polyak Stepsize: Surrogate Functions and Negative Results
   2025/05/26 by Orabona, Francesco, D'Orazio, Ryan · 6 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)