Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts

@article{Schmidhuber2006DevelopmentalRO,
  title={Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts},
  author={J. Schmidhuber},
  journal={Connection Science},
  year={2006},
  volume={18},
  pages={173 - 187}
}
  • J. Schmidhuber
  • Published 2006
  • Computer Science
  • Connection Science
  • Even in the absence of external reward, babies and scientists and others explore their world. Using some sort of adaptive predictive world model, they improve their ability to answer questions such as what happens if I do this or that? They lose interest in both the predictable things and those predicted to remain unpredictable despite some effort. One can design curious robots that do the same. The author’s basic idea (1990, 1991) for doing so is a reinforcement learning (RL) controller is… CONTINUE READING
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    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 125 REFERENCES
    A possibility for implementing curiosity and boredom in model-building neural controllers
    • 234
    • Highly Influential
    • PDF
    Reinforcement Learning: An Introduction
    • 25,541
    • Highly Influential
    • PDF
    Reinforcement Learning: A Survey
    • 6,392
    • Highly Influential
    • PDF
    Neural Network Exploration Using Optimal Experiment Design
    • 364
    • PDF
    Exploring the predictable
    • 79
    Intrinsically Motivated Learning of Hierarchical Collections of Skills
    • 380
    • PDF
    Long Short-Term Memory
    • 31,077
    • PDF
    Introduction to developmental robotics
    • 24
    • PDF
    Bootstrap learning of foundational representations
    • 69
    • PDF
    What's Interesting?
    • 57
    • Highly Influential