Markov decision process
A mathematical framework for modeling decision-making in situations where outcomes are partly random and partly under the control of a decision-maker; often used in RL but has limitations.
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Videos Mentioning Markov decision process
Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI | Lex Fridman Podcast #75
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; often used in RL but has limitations.
MIT 6.S094: Deep Reinforcement Learning
Lex Fridman
A mathematical framework used to model decision-making in situations where outcomes are partly random and partly under the control of a decision-maker.
MIT 6.S094: Deep Reinforcement Learning for Motion Planning
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, commonly used in reinforcement learning.