2 papers
math.OC2026
Data-driven robust Markov decision processes on Borel spaces: performance guarantees via an axiomatic approach
Sivaramakrishnan Ramani
We consider Markov decision processes (MDPs) with unknown disturbance distribution and address this problem using the robust Markov decision process (RMDP) approach. We construct t…
math.OC2026
Strategies under a pickoff limit in baseball: A zero-sum sequential game with multilevel models
Scott Powers, Sivaramakrishnan Ramani, Jacob Hahn +1
Recently, Major League Baseball (MLB) limited pitchers to three pickoff attempts, creating a cat-and-mouse game between pitcher and runner. Each failed attempt adds pressure on the…