Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others
NeurIPS'21, 2021. [All Versions].
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AGENT: A Benchmark for Core Psychological Reasoning proceedings.mlr.press
ICML'21, 2021. [All Versions]. Inspired by cognitive development studies on intuitive psychology, this paper presents a benchmark consisting of a large dataset of procedurally generated 3D animations, AGENT (Action, Goal, Efficiency, coNstraint, uTility), structured around four…
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Metacontrol for Adaptive Imagination-Based Optimization openreview.net
ICLR'17, 2017. [All Versions].
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Evaluating and Modeling Social Intelligence: A Comparative Study of Human and AI Capabilities escholarship.org
CogSci'24, 2024. [All Versions]. This work eveloped a comprehensive theoretical framework for social dynamics and introduced two evaluation tasks: Inverse Reasoning (IR) and Inverse Inverse Planning (IIP). The approach also encompassed a computational model based on recursive…
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Foundations of intuitive power analyses in children and adults eccl.mit.edu
Nature Human Behavior, 2022. [All Versions]. Evidences support that people have some of the foundations for 'intuitive power analyses', which help people use intuitive statistical reasoning and metacognitive strategies to estimate how much information they might need to solve…
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Phy-Q as a measure for physical reasoning intelligence nature.com
Nature Machine Intelligence, 2023. [NMI Challenge]. An interactive benchmark for AI physical reasoning.
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Building machines that learn and think with people nature.com
Nature Human Behavior, 2024. [All Versions]. [Preprint]. This perspective shows how the science of collaborative cognition can be put to work to engineer systems that really can be called ‘thought partners’, systems built to meet humans' expectations and complement humans…
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