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cs.LO2025
The Value Problem for Multiple-Environment MDPs with Parity Objective
Krishnendu Chatterjee, Laurent Doyen, Jean-François Raskin +1
We consider multiple-environment Markov decision processes (MEMDP), which consist of a finite set of MDPs over the same state space, representing different scenarios of transition…
cs.LO2024
Stochastic Processes with Expected Stopping Time
Krishnendu Chatterjee, Laurent Doyen
Markov chains are the de facto finite-state model for stochastic dynamical systems, and Markov decision processes (MDPs) extend Markov chains by incorporating non-deterministic beh…