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Bias and No Free Lunch in Formal Measures of Intelligence Cover

Bias and No Free Lunch in Formal Measures of Intelligence

By: Bill Hibbard  
Open Access
|Nov 2011

References

  1. Auger, A. and O. Teytaud. Continuous lunches are free! Proceedings of the 9th annual conference on Genetic and evolutionary computation (ACM SIGEVO 1997), pages 916-922.
  2. Hutter, M. Universal Artificial Intelligence: Sequential Decisions based on Algorithmic Probability. Springer, Berlin. 2004. 300 pages.
  3. Legg, S. and M. Hutter. Proc. A Formal Measure of Machine Intelligence. 15th Annual Machine Learning Conference of Belgium and The Netherlands (Benelearn 2006), pages 73-80.
  4. Li, M. and P. Vitányi, An Introduction to Kolmogorov Complexity and Its Applications, 2nd ed.. Springer, New York, 1997. 637 pages.10.1007/978-1-4757-2606-0
  5. Lloyd, S. Computational Capacity of the Universe. Phys. Rev. Lett. 88 (2002) 237901.10.1103/PhysRevLett.88.23790112059399
  6. Rice, H. G. Classes of Recursively Enumerable Sets and Their Decision Problems. Trans. Amer. Math. Soc. 74, pages 358-366. 1953.10.1090/S0002-9947-1953-0053041-6
  7. Wang, P. Non-Axiomatic Reasoning System — Exploring the essence of intelligence. PhD Dissertation, Indiana University Comp. Sci. Dept. and the Cog. Sci. Program, 1995.
  8. Wolpert, D. and W. Macready, No Free Lunch Theorems for Optimization. IEEE Transactions on Evolutionary Computation 1, 67. 1997.10.1109/4235.585893
Language: English
Page range: 54 - 61
Published on: Nov 23, 2011
Published by: Artificial General Intelligence Society
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2011 Bill Hibbard, published by Artificial General Intelligence Society
This work is licensed under the Creative Commons License.

Volume 1 (2009): Issue 1 (December 2009)