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Research map / Multi-agent systems and games / Human-AI and goal-conditioned

MIDCA: A Metacognitive, Integrated Dual-Cycle Architecture for Self-Regulated Autonomy

AAAI 2016 · Multi-agent systems and games › Human-AI and goal-conditioned · approach: Imitation and skill learning · 42 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
add statistical (Tilde-FOIL) goal generation reacting to fires versus exogenous goals only (ablation)MIDCA 1.3 · Blocksworld house building with firestower scoreMixed
use GDA goal generation (explain fire cause, pursue arsonist goal) instead of statistical goal generation (ablation)MIDCA 1.3 · Blocksworld house building with firestower scoreHelped

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