Markov Decision Processes

Concept

A mathematical framework for modeling decision-making in situations where outcomes are partly random and partly under the control of a decision-maker. It assumes the current state contains all necessary information about the future.

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Videos Mentioning Markov Decision Processes

Leslie Kaelbling: Reinforcement Learning, Planning, and Robotics | Lex Fridman Podcast #15

Leslie Kaelbling: Reinforcement Learning, Planning, and Robotics | Lex Fridman Podcast #15

Lex Fridman

A mathematical framework for modeling decision-making in situations where outcomes are partly random and partly under the control of a decision-maker. It assumes the current state contains all necessary information about the future.