Time and memory costs jointly determine a speed-accuracy trade-off and set-size effects

Abstract excerpt

<p>Policies, the mappings from states to actions, require memory. The amount of memory is dictated by the mutual information between states and actions, or the policy complexity. High-complexity policies preserve state information and generally lead to greater reward compared to low-complexity policies, which require less memory by discarding state information and exploiting environmental regularities. Under this...

Topics

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• Catechol O-Methyltransferase
• Learning
• Memory, Short-Term
• Models, Neurological
• Photic Stimulation
• Psychomotor Performance
• Receptors, G-Protein-Coupled
• Reinforcement, Psychology

Identifiers and source

Literature Corpus work

cfa1fa56-a606-5d16-9706-af0bffe5034d

DOI

10.31234/osf.io/fupvy