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quant-ph2024
Quantum Markov Decision Processes: Dynamic and Semi-Definite Programs for Optimal Solutions
Naci Saldi, Sina Sanjari, Serdar Yuksel
In this paper, building on the formulation of quantum Markov decision processes (q-MDPs) presented in our previous work [{\sc N.~Saldi, S.~Sanjari, and S.~Yüksel}, {\em Quantum Mar…
quant-ph2024
Quantum Markov Decision Processes: General Theory, Approximations, and Classes of Policies
Naci Saldi, Sina Sanjari, Serdar Yuksel
In this paper, the aim is to develop a quantum counterpart to classical Markov decision processes (MDPs). Firstly, we provide a very general formulation of quantum MDPs with state…