agent definitions — cognitive science
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overview
cognitive-science accounts treat agents as building blocks of cognition: modular processes, intentional planners, or distributed mechanisms that collectively form intelligent behavior. agency becomes a lens on mental architecture, not just overt action.
signature traits
- modular societies: minsky’s society of mind frames agents as simple processes whose interactions yield complex cognition.
- plan-based control: bratman and related theorists emphasize partial plans and practical reasoning structures.
- representational focus: agency is tied to information processing, symbolic manipulation, or distributed representations inside the mind.
illustrative definitions
- 1986 — marvin minsky, society of mind: intelligence emerges from a “society” of small agents; agency is micro-level processing.
- 1987 — michael bratman, intention, plans, and practical reason: agency consists of stable, future-directed intentions organizing cognition and action.
- later cognitive architectures: bdi (belief-desire-intention) models bridge cognitive science with agent-oriented programming, keeping mentalistic vocabulary.
relation to other dimensions
- autonomy spectrum: autonomy is internal—agents manage their own plan hierarchies, emphasizing self-organization over external delegation.
- entity frames: begins human-centered but readily generalizes to machine agents by abstracting minds into process societies.
- goal dynamics: supports adaptation and limited negotiation among internal sub-agents coordinating plans.
- persistence & embodiment: focuses on persistent mental structures rather than physical embodiment; embodiment is optional if representation suffices.
open questions
- how do modern neural architectures map onto the “society of mind” metaphor—are attention heads agents?
- can we operationalize partial plans and BDI constructs for contemporary llm-based agents without hand-crafted symbols?
- what cognitive constraints should we import when designing oversight interfaces for multi-agent llm systems?