Partially Observable Markov Decision Processes

Concept

generalization of a Markov decision process

Mentioned in 1 video

Videos Mentioning Partially Observable 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

An extension of MDPs where the current state is not fully known, requiring agents to reason based on a history of observations and actions while managing uncertainty.