Adaptive Dynamic Programming

nounverified·updated Aug 28, 2026

GlossaryL1 — what DictionaryL2 — how used ThesaurusL3 — relations Universaleverything

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.

polysemousMWERussell_and_Norvig

Senses

1 more sense beyond the canonical

Russell_and_Norvig

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.

Classifications

per-axis with provenance

Entity Type

System100%manual revieweval-seeds-v0.4-2026-05-14

Ddorianlast reviewed —

OVERRIDE Capability→System. 'An adaptive dynamic programming agent takes advantage of'.

Sensitivity

—95%llm-generatedllm:claude-haiku-4-5

?unassignedlast reviewed —

Information Class

—95%llm-generatedllm:claude-haiku-4-5

?unassignedlast reviewed —

Variants

3 surface forms

plural: Adaptive Dynamic Programmings
possessive: Adaptive Dynamic Programming's
pluralpossessive: Adaptive Dynamic Programmings'

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