Publications

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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