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Al technologies
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Classroom Contents
Learning About the Physical World - Comparing Humans, Deep Neural Networks, and Probabilistic Programs
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- 1 Intro
- 2 Al technologies
- 3 The common-sense core Human thought is structured around a basic understanding of physical objects, intentional agents, and their interactions - intuitive physics (forces, masses...) and psychology (…
- 4 Common-sense scene understanding
- 5 The common sense core
- 6 Engineering the common-sense core?
- 7 Engineering the common-sense core Probabilistic programs
- 8 Intuitive physics in blocks world
- 9 (Battaglia, Hamrick, Tenenbaum, PNAS 2013) Probabilistic IPE
- 10 The intuitive physics engine (Battaglia, Hamrick. Tenenbaum, PNAS 2013)
- 11 Probabilistic dynamics in 12 month olds
- 12 Physical scene parsing
- 13 Theory building as program induction ( program-learning programs)
- 14 Development of physics in infants
- 15 Intuitive physics in the brain
- 16 Intuitive physics in neural circuits?
- 17 Conclusion The core of common sense: Human thought is structured around a basic understanding of physical objects, intentional agents, and their interactions
