Associative Learning in Factored MDPs

Associative learning is a paradigm from behaviorism that posits that learning occurs whenever a change in behavior is observed. Classical conditioning is one of the best-known associative learning paradigms and is one of the most basic survival tools found in nature by allowing organisms to expand the range of contexts where some of their already-known behaviors can be applied. By associating co-occurring stimuli from the environment, the organism can activate innate phylogenetic responses (e.g., fight or flight responses) to new and previously unknown situations.

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