Towards a Universal Theory of Artificial Intelligence Based on Algorithmic Probability and Sequential Decisions
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[1] Ray J. Solomonoff,et al. A Formal Theory of Inductive Inference. Part II , 1964, Inf. Control..
[2] A. Kolmogorov. Three approaches to the quantitative definition of information , 1968 .
[3] G. Chaitin. A Theory of Program Size Formally Identical to Information Theory , 1975, JACM.
[4] Dimitri P. Bertsekas,et al. Dynamic Programming and Optimal Control, Vol. II , 1976 .
[5] Ray J. Solomonoff,et al. Complexity-based induction systems: Comparisons and convergence theorems , 1978, IEEE Trans. Inf. Theory.
[6] Leonid A. Levin,et al. Randomness Conservation Inequalities; Information and Independence in Mathematical Theories , 1984, Inf. Control..
[7] Paul M. B. Vitányi,et al. A Theory of Learning Simple Concepts Under Simple Distributions , 1989, COLT 1989.
[8] Ming Li,et al. An Introduction to Kolmogorov Complexity and Its Applications , 1997, Texts in Computer Science.
[9] Ming Li,et al. Inductive Reasoning and Kolmogorov Complexity , 1992, J. Comput. Syst. Sci..
[10] Neri Merhav,et al. Universal prediction of individual sequences , 1992, IEEE Trans. Inf. Theory.
[11] Roger Penrose,et al. Shadows of the mind - a search for the missing science of consciousness , 1994 .
[12] R. Penrose,et al. Shadows of the Mind , 1994 .
[13] Peter Norvig,et al. Artificial Intelligence: A Modern Approach , 1995 .
[14] Dimitri P. Bertsekas,et al. Dynamic Programming and Optimal Control, Two Volume Set , 1995 .
[15] Dimitri P. Bertsekas,et al. Dynamic Programming and Optimal Control, Two Volume Set , 1995 .
[16] K. Upton,et al. A modern approach , 1995 .
[17] Andrew W. Moore,et al. Reinforcement Learning: A Survey , 1996, J. Artif. Intell. Res..
[18] John N. Tsitsiklis,et al. Neuro-Dynamic Programming , 1996, Encyclopedia of Machine Learning.
[19] Corso Elvezia,et al. Discovering Neural Nets with Low Kolmogorov Complexity and High Generalization Capability , 1997 .
[20] William I. Gasarch,et al. Book Review: An introduction to Kolmogorov Complexity and its Applications Second Edition, 1997 by Ming Li and Paul Vitanyi (Springer (Graduate Text Series)) , 1997, SIGACT News.
[21] William G. Faris. Shadows of the Mind: A Search for the Missing Science of Consciousness , 1997 .
[22] Jorma Rissanen,et al. Stochastic Complexity in Statistical Inquiry , 1989, World Scientific Series in Computer Science.
[23] Richard S. Sutton,et al. Introduction to Reinforcement Learning , 1998 .
[24] Stuart J. Russell,et al. Artificial Intelligence , 1999 .
[25] Marcus Hutter,et al. A Theory of Universal Artificial Intelligence based on Algorithmic Complexity , 2000, ArXiv.
[26] Kindler-Rohrborn,et al. In press , 1994, Molecular carcinogenesis.
[27] Marcus Hutter. New Error Bounds for Solomonoff Prediction , 2001, J. Comput. Syst. Sci..
[28] Marcus Hutter. General Loss Bounds for Universal Sequence Prediction , 2001, ICML.