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claim:the-temperature-parameter-regulating-precision-of-policy-selection-has-a-clear-biological-interpretation-in-terms-of-confidence-encoded-in-dopaminergic-firingThe temperature parameter regulating precision of policy selection has a clear biological interpretation in terms of confidence encoded in dopaminergic firing.
Links precision to dopamine, Section 6.3.
Source paper
extracted_from(2020) · Lancelot Da Costa · Thomas Parr · Noor Sajid · Sebastijan Veselic +2
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Concepts (1)
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- Dopaminergic DischargessupportsFiring of dopamine neurons encoding precision of beliefs about policies.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Links dopamine to precision modulation; reward prediction error reflects expected free energy changes.
- Authors' central interpretive assertion: genome specifies cell-level components but outcome is product of dynamics not easily predicted from genetic sequence.
- Concise statement of the free-energy principle's unification of action and perception.
- Broader role for dopamine beyond reward signalling, influencing top-down/bottom-up balance.
- Central claim that biological memory prioritizes gestalt over details.
- The core process theory hypothesis set up in the paper.
- Formalization of perception-action cycle integrating inference and decision-making.
- The inverse precision (γ = 1/β) that scales the influence of expected free energy on policy selection, controlling exploration-exploitation balance.