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publications

(5)   

• Optimality of Universal Prediction for General Loss and Alphabet
  M. Hutter Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, Manno (Lugano), CH, (2002)
  to universal function, information, algorithmic, juergen, bayesian, induction, prediction, leaning, theory, deterministic, loss, kolmogorov, probability, solomonoff, complexity, by schaul and 1 other person on Feb 26, 2008, 11:58 AM
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• Sequential Predictions based on Algorithmic Complexity
  M. Hutter Journal of Computer and System Sciences(2006)
  to prediction, self-optimizingness, complexity, theory sequence, juergen, kolmogorov, monotone, algorithmic, information, convergence, solomonoffs, prior, description, minimal, length, by schaul and 2 other people on Feb 26, 2008, 11:58 AM
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• Monotone Conditional Complexity Bounds on Future Prediction Errors
  A. Chernov and M. Hutter Proc. 16th International Conf. on Algorithmic Learning Theory (ALT'05), volume3734ofLNAI, page414--428. Singapore, Springer, Berlin, (2005)
  to solomonoff, randomness, loss, online, monotone, prior, sequential, error, juergen, complexity, future, posterior, prediction, total kolmogorov, deficiency, bounds, conditional, by schaul and 3 other people on Feb 26, 2008, 11:58 AM
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• Sequence Prediction based on Monotone Complexity
  M. Hutter Proc. 16th Annual Conf. on Learning Theory (COLT'03), volume2777ofLNAI, page506--521. Washington, DC, Springer, Berlin, (2003)
  to complexity, minimal, monotone, algorithmic, prediction, juergen, self-optimizingness, solomonoffs, prior, convergence, sequence, information, kolmogorov, theory length, description, by schaul and 5 other people on Feb 26, 2008, 11:58 AM
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• Universal Sequential Decisions in Unknown Environments
  M. Hutter Proc. 5th European Workshop on Reinforcement Learning (EWRL-5), 27, page25--26. Onderwijsinsituut CKI, Utrecht Univ., (2001)
  to universal sequential, intelligence, rational, kolmogorov, algorithmic, learning, probability, agents, reinforcement, juergen, theory, decision, solomonoff, computational, artificial, complexity, induction, by schaul and 1 other person on Feb 26, 2008, 11:58 AM
  URL | BibTeX