Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990–2010)

@article{Schmidhuber2010FormalTO,
  title={Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990–2010)},
  author={J. Schmidhuber},
  journal={IEEE Transactions on Autonomous Mental Development},
  year={2010},
  volume={2},
  pages={230-247}
}
  • J. Schmidhuber
  • Published 2010
  • Computer Science
  • IEEE Transactions on Autonomous Mental Development
  • The simple, but general formal theory of fun and intrinsic motivation and creativity (1990-2010) is based on the concept of maximizing intrinsic reward for the active creation or discovery of novel, surprising patterns allowing for improved prediction or data compression. It generalizes the traditional field of active learning, and is related to old, but less formal ideas in aesthetics theory and developmental psychology. It has been argued that the theory explains many essential aspects of… CONTINUE READING
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    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 198 REFERENCES
    Artificial Scientists & Artists Based on the Formal Theory of Creativity
    • 12
    • Highly Influential
    • PDF
    Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts
    • 242
    • PDF
    What is Intrinsic Motivation? A Typology of Computational Approaches
    • 430
    • Highly Influential
    • PDF
    Simple Algorithmic Principles of Discovery, Subjective Beauty, Selective Attention, Curiosity & Creativity
    • 45
    • PDF
    Intrinsic Motivation Systems for Autonomous Mental Development
    • 929
    • PDF
    The development of hierarchical knowledge in robot systems
    • 27
    • PDF
    Formal Theory of Fun and Creativity
    • 34
    • PDF
    Theory Formation by Heuristic Search
    • 107
    • PDF