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Adaptive Dynamic Programming

nounid 4721·updated May 13, 2026
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plural
Adaptive Dynamic Programmings
possessive
Adaptive Dynamic Programming's
pluralpossessive
Adaptive Dynamic Programmings'

Framework definitions

Russell_and_Norvig2 sensesview framework →
§1
An adaptive dynamic programming (or ADP) agent takes advantage of the constraints among the utilities of states by learning the transition model that connects them and solving the corresponding Markov decision process using dynamic programming.
§2 · sense_2_pending_review
A means of learning a model and a reward function from observations that then uses value or policy iteration to obtain the utilities or an optimal policy; makes optimal use of the local constraints on utilities of states imposed through the neighborhood structure of the environment.

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