Artificial Intelligence
- C. E. Freer, D. M. Roy, J. B. Tenenbaum:
Towards common-sense reasoning via conditional simulation: Legacies of Turing in Artificial Intelligence (web) (bibtex)
Turing’s Legacy (ASL Lecture Notes in Logic)
#probabilistic programming, #artificial intelligence, #reasoning, #decision making, #structure learning
@article{C.E.Freer:2012:ed3e0,
author = {C. E. Freer and D. M. Roy and J. B. Tenenbaum},
journal = {Turing’s Legacy (ASL Lecture Notes in Logic)},
title = {Towards common-sense reasoning via conditional simulation: Legacies of Turing in Artificial Intelligence},
year = {2012},
keywords = {probabilistic programming, artificial intelligence, reasoning, decision making, structure learning},
doi = {},
url = {http://arxiv.org/abs/1212.4799}
}
- Brenden M Lake, Tomer D Ullman, Joshua B Tenenbaum, Samuel J Gershman:
Building Machines That Learn and Think Like People (web) (doi) (bibtex)
Behavioral and Brain Sciences
#artificial intelligence, #intuitive theories, #intuitive physics, #intuitive psychology, #compositionality, #learning to learn
@article{BrendenMLake:2017:59b19,
author = {Brenden M Lake and Tomer D Ullman and Joshua B Tenenbaum and Samuel J Gershman},
journal = {Behavioral and Brain Sciences},
title = {Building Machines That Learn and Think Like People},
year = {2017},
keywords = {artificial intelligence, intuitive theories, intuitive physics, intuitive psychology, compositionality, learning to learn},
doi = {10.1017/S0140525X16001837},
url = {https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/building-machines-that-learn-and-think-like-people/A9535B1D745A0377E16C590E14B94993}
}
- Brenden M Lake, Ruslan Salakhutdinov, Joshua B Tenenbaum:
Human-Level Concept Learning Through Probabilistic Program Induction (web) (doi) (bibtex)
Science
#concept learning, #program induction, #motor skills, #artificial intelligence, #learning to learn, #bayesian, #one-shot learning
@article{BrendenMLake:2015:e5493,
author = {Brenden M Lake and Ruslan Salakhutdinov and Joshua B Tenenbaum},
journal = {Science},
title = {Human-Level Concept Learning Through Probabilistic Program Induction},
year = {2015},
keywords = {concept learning, program induction, motor skills, artificial intelligence, learning to learn, bayesian, one-shot learning},
doi = {10.1126/science.aab3050},
url = {science.sciencemag.org/content/350/6266/1332.short}
}
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