Jonathan P. F. Strahl

Doctoral student, Probabilistic and Machine Learning group, HIIT

Office:

Room A319 in Computer Science Building,
Konemiehentie 2, Otaniemi campus area, Espoo

Postal Address:

Aalto University School of Science,
Department of Information and Computer Science,
P.O. Box 15400, FI-00076 Aalto, Finland

Telephone:

+358 445540032

Email:

firstname.lastname @ aalto.fi

Publications

Conference papers

• Jonathan Strahl, Timo Honkela, Paul Wagner. A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements. Lecture Notes in Computer Science, 8681, Artificial Neural Networks and Machine Learning - ICANN 2014, pages 371-378, 2014. [More info][pdf] [Bibtex]
Preffered BibTex:


@InCollection{raey,
  Title                    = {A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements},
  Author                   = {Strahl, Jonathan and Honkela, Timo and Wagner, Paul},
  Booktitle                = {Artificial Neural Networks and Machine Learning – ICANN 2014},
  Publisher                = {Springer International Publishing},
  Year                     = {2014},
  Editor                   = {Wermter, Stefan and Weber, Cornelius and Duch, Włodzisław and Honkela, Timo and Koprinkova-Hristova, Petia and Magg, Sven and Palm, Günther and Villa, AlessandroE.P.},
  Pages                    = {371-378},
  Series                   = {Lecture Notes in Computer Science},
  Volume                   = {8681},

  Doi                      = {10.1007/978-3-319-11179-7_47},
  ISBN                     = {978-3-319-11178-0},
  Keywords                 = {Non-parametric reinforcement learning; Gaussian processes; batch reinforcement learning; Bayesian reinforcement learning; minimal domain-expert knowledge},
  Language                 = {English},
  Url                      = {http://dx.doi.org/10.1007/978-3-319-11179-7_47}
}

Theses

• Jonathan Strahl. Patient appointment scheduling system: with supervised learning prediction. Master's thesis, Aalto University, Department of Information and Computer Science, 2015. [pdf]