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Like a scientist or a playing child, PowerPlay not only learns new skills to solve given problems, but also invents new interesting problems by itself.
Über formal unentscheidbare Sätze der Principia Mathematica und verwandter Systeme I
K. Gödel · 1931
Earlier work this paper cites.
On computable numbers, with an application to the Entscheidungsproblem
A. M. Turing · 1936
Earlier work this paper cites.
The Child’s Construction of Reality
J. Piaget · 1955
Earlier work this paper cites.
A formal theory of inductive inference. Part I
R. J. Solomonoff · 1964
Earlier work this paper cites.
Three approaches to the quantitative definition of information
A. N. Kolmogorov · 1965
Earlier work this paper cites.
Theory of optimal experiments
V. V. Fedorov · 1972
Earlier work this paper cites.
Universal sequential search problems
L. A. Levin · 1973
Earlier work this paper cites.
Laws of information (nongrowth) and aspects of the foundation of probability theory
L. A. Levin · 1974
Earlier work this paper cites.
A theory of program size formally identical to information theory
G. J. Chaitin · 1975
Earlier work this paper cites.
A local learning algorithm for dynamic feedforward and recurrent networks
J. Schmidhuber · 1989
Earlier work this paper cites.
Dynamische neuronale Netze und das fundamentale raumzeitliche Lernproblem. Dissertation, Institut für Informatik, Technische Universität München, 1990
J. Schmidhuber · 1990
Earlier work this paper cites.
Curious model-building control systems
J. Schmidhuber · 1991
Cited alongside, same era.
Reinforcement driven information acquisition in non-deterministic environments
J. Storck, S. Hochreiter, and J. Schmidhuber · 1995
Cited alongside, same era.
A decision-theoretic generalization of on-line learning and an application to boosting
Y. Freund and R. E. Schapire · 1997
Cited alongside, same era.
Shifting inductive bias with success-story algorithm, adaptive Levin search, and incremental self-improvement
J. Schmidhuber, J. Zhao, and M. Wiering · 1997
Cited alongside, same era.
Intra-option learning about temporally abstract actions
R. S. Sutton, D. Precup, and S. Singh · 1998
Cited alongside, same era.
Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts
J. Schmidhuber · 2006
Later among the works it cites.
Formal theory of creativity, fun, and intrinsic motivation (1990-2010)
J. Schmidhuber · 2010
Later among the works it cites.
Compression progress-based curiosity drive for developmental learning
H. Ngo, M. Ring, and J. Schmidhuber · 2011
Later among the works it cites.
J. Schmidhuber · 2011
Later among the works it cites.
Intrinsic motivation and reinforcement learning
A. Barto · 2012
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Exploration from generalization mediated by multiple controllers
P. Dayan · 2012
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M. Wiering and J. Schmidhuber · 1998
Cited alongside, same era.
Artificial curiosity based on discovering novel algorithmic predictability through coevolution
J. Schmidhuber · 1999
Cited alongside, same era.
Exploring the predictable
J. Schmidhuber · 2002
Cited alongside, same era.
Bias-optimal incremental problem solving
J. Schmidhuber · 2003
Cited alongside, same era.
Optimal ordered problem solver
J. Schmidhuber · 2004
Cited alongside, same era.
Pattern Recognition and Machine Learning
C. M. Bishop · 2006
Cited alongside, same era.
Novelty detection as an intrinsic motivation for cumulative learning robots
U. Nehmzow, Y. Gatsoulis, E. Kerr, J. Condell, N. H. Siddique, and T. M. McGinnity · 2012
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Intrinsically motivated learning of real world sensorimotor skills with developmental constraints
P.-Y. Oudeyer, A. Baranes, and F. Kaplan · 2012
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Self-delimiting neural networks
J. Schmidhuber · 2012
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Continually adding self-invented problems to the repertoire: First experiments with powerplay
R. K. Srivastava, B. R. Steunebrink, M. Stollenga, and J. Schmidhuber · 2012
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