Coding-theorem like behaviour and emergence of the universal distribution from resource-bounded algorithmic probability

Author:

Zenil Hector123,Badillo Liliana4,Hernández-Orozco Santiago234,Hernández-Quiroz Francisco5

Affiliation:

1. Department of Computer Science, University of Oxford , Oxford, UK.

2. Algorithmic Dynamics Lab, Unit of Computational Medicine, SciLifeLab, Centre for Molecular Medicine, Department of Medicine Solna, Karolinska Institute , Stockholm, Sweden.

3. Algorithmic Nature Group, LABORES , Paris, France.

4. Posgrado en Ciencias e Ingeniería de la Computación, Universidad Nacional Autonoma de México (UNAM) , Mexico City, Mexico.

5. Facultad de Ciencias, Departamento de Matemáticas, Universidad Nacional Autónoma de México (UNAM) , Ciudad de México, México.

Publisher

Informa UK Limited

Subject

Computer Networks and Communications,Software

Reference41 articles.

1. A formal theory of inductive inference. Part I

2. Kraft LG . A device for quantizing, grouping, and coding amplitude modulated pulses [MS Thesis]. Cambridge (MA): Electrical Engineering Department, Massachusetts Institute of Technology; 1949.

3. Complexity-based induction systems: Comparisons and convergence theorems

4. The Application of Algorithmic Probability to Problems in Artificial Intelligence

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