You are cordially invited to the Analysis Seminar organized by the Department of Mathematics.<\/p>\n
Speaker: Nac\u0131 Sald\u0131 (Bilkent University)<\/p>\n
\u201cQuantum Markov Decision Processes\u201d<\/p>\n
Abstract: In this talk, we aim to develop a quantum counterpart to classical Markov decision processes (MDPs). We first present a comprehensive formulation of quantum MDPs with state and action spaces in the quantum domain, quantum transitions, and cost functions. The focus then shifts to establishing a verification theorem for Markovian quantum control policies. Subsequently, we introduce classes of open-loop and closed-loop policies and present their structural results. Finally, we develop algorithms for computing optimal policies and value functions for both open-loop and closed-loop policies using the duality between dynamic programming and semi- definite programming formulations.<\/p>\n
Date: Monday, April 1, 2024
\nTime: 15:30 \u2013 16:30
\nPlace: Mathematics Seminar Room SA \u2013 141<\/p>\n","protected":false},"excerpt":{"rendered":"
You are cordially invited to the Analysis Seminar organized by the Department of Mathematics. Speaker: Nac\u0131 Sald\u0131 (Bilkent University) \u201cQuantum Markov Decision Processes\u201d Abstract: In this talk, we aim to develop a quantum counterpart to classical Markov decision processes (MDPs). We first present a comprehensive formulation of quantum MDPs with [\u2026] <\/p>\n