Bayesian
- J. Asmuth, L. Li, M. L. Littman, A. Nouri and D. Wingate:
A Bayesian Sampling Approach to Exploration in Reinforcement Learning (pdf) (bibtex)
Uncertainty in Artificial Intelligence
#bayesian, #sampling, #reinforcement learning
@article{J.Asmuth:2009:0134d,
author = {J. Asmuth and L. Li and M. L. Littman and A. Nouri and D. Wingate},
journal = {Uncertainty in Artificial Intelligence},
title = {A Bayesian Sampling Approach to Exploration in Reinforcement Learning },
year = {2009},
keywords = {bayesian, sampling, reinforcement learning},
doi = {},
url = {http://web.mit.edu/~wingated/www/papers/boss.pdf}
}
- 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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