Solomonoff's theory of inductive inference (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Solomonoff's theory of inductive inference" in English language version.

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arxiv.org

  • Rathmanner, Samuel (3 June 2011). "A Philosophical Treatise of Universal Induction". Entropy. 13 (6): 1076–1136. arXiv:1105.5721. doi:10.3390/e13061076.
  • A.N. Soklakov. Occam's razor as a formal basis for a physical theory from arxiv.org – Foundations of Physics Letters, 2002 – Springer
  • M Hutter. On the existence and convergence of computable universal priors arxiv.org – Algorithmic Learning Theory, 2003 – Springer
  • J. Veness, K.S. Ng, M. Hutter, W. Uther, D. Silver. "A Monte Carlo AIXI Approximation" – Arxiv preprint, 2009 arxiv.org
  • J. Veness, K.S. Ng, M. Hutter, D. Silver. "Reinforcement Learning via AIXI Approximation" Arxiv preprint, 2010 – aaai.org

books.google.com

doi.org

  • Rathmanner, Samuel (3 June 2011). "A Philosophical Treatise of Universal Induction". Entropy. 13 (6): 1076–1136. arXiv:1105.5721. doi:10.3390/e13061076.
  • Solomonoff, Ray J. (2009), Emmert-Streib, Frank; Dehmer, Matthias (eds.), "Algorithmic Probability: Theory and Applications", Information Theory and Statistical Learning, Boston, MA: Springer US, pp. 1–23, doi:10.1007/978-0-387-84816-7_1, ISBN 978-0-387-84816-7, retrieved 2020-07-21
  • Gold, E. Mark (1967). "Language identification in the limit" (PDF). Information and Control. 10 (5): 447–474. doi:10.1016/S0019-9958(67)91165-5.
  • J. Schmidhuber (2002). "Hierarchies of generalized Kolmogorov complexities and nonenumerable universal measures computable in the limit" (PDF). International Journal of Foundations of Computer Science. 13 (4): 587–612. doi:10.1142/S0129054102001291. Archived from the original (PDF) on 2017-07-06.

mit.edu

web.mit.edu

upv.es

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