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9 Cards in this Set
- Front
- Back
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Adaptive Control of Thought-Rational (ACT-R) |
-Hybrid -Hand-Coded -Early Model -Pro: Separate Loops for implicit/explicit processes -Con: Separate proc/dec memory The most basic, How patterns connect to memory, switching between procedural and declarative memory |
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Autocatalytic Endogenous Reflective Architecture (AERA) |
-Hybrid -Constructivist -Distributed Representation -Pro: Recursive Self-Improvement -Con: Manual Customization = too atomic Problem to be solved, task to be achieved, Rule-driven ... Ranks operations & chooses the best one (Chunk to simpler problems) |
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Connectionist Learning with Adaptive Rule Induction ON-line (CLARION) |
-Hybrid -Hand-Coded -Cognitive Psychology Model -Pro: Models implicit/explicit behaviour -Con: Implicit processes heavily influence explicit processes One-shot learning - trial and error - can then become a rule |
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Goal-Oriented Learning Meta-Architecture (GOLEM) |
-Hybrid -Hybrid -Meta Architecture -Pro: Inclusive -Con: Not implemented (yet) |
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State Operator And Result (SOAR) |
-Symbolic -Hand-coded -Rule Driven -Pro: Robust -Con: Tangled proc/dec memory |
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Action-centered subsystem (part of CLARION) |
to control both external and internal actions |
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Non-action-centered subsystem (part of CLARION) |
to maintain general knowledge |
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Motivational subsystem (part of CLARION) |
to provide underlying motivations for perception, action, and cognition |
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Meta-cognitive subsystem (part of CLARION) |
to monitor, direct, and modify the operations of all the other subsystems "thinking about thinking" |
