Sample efficient reinforcement learning with Gaussian processes. Grande, R., Walsh, T., & How, J. In Xing, E. P. & Jebara, T., editors, Proc. Int. Conf. Mach. Learn., volume 32, pages 1332–1340, June, 2014.
Sample efficient reinforcement learning with Gaussian processes [link]Paper  bibtex   
@InProceedings{SCC.Grande.Walsh.ea2014,
  author    = {Grande, Robert and Walsh, Thomas and How, Jonathan},
  title     = {Sample efficient reinforcement learning with {G}aussian processes},
  booktitle = {Proc. Int. Conf. Mach. Learn.},
  year      = {2014},
  editor    = {Xing, Eric P. and Jebara, Tony},
  volume    = {32},
  number    = {2},
  pages     = {1332--1340},
  month     = jun,
  owner     = {Kamalapurkar},
  timestamp = {2017-11-01},
  url       = {http://proceedings.mlr.press/v32/grande14.html},
}

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