Curiosity-driven learning of traversability affordance on a mobile robot

@article{gur2007CuriositydrivenLO,
  title={Curiosity-driven learning of traversability affordance on a mobile robot},
  author={Emre Ŭgur and M. R. Dogar and Maya Çakmak and E. Sahin},
  journal={2007 IEEE 6th International Conference on Development and Learning},
  year={2007},
  pages={13-18}
}
The concept of affordances, as proposed by J.J. Gibson, refers to the relationship between the organism and its environment and has become popular in autonomous robot control. The learning of affordances in autonomous robots, however, typically requires a large set of training data obtained from the interactions of the robot with its environment. Therefore, the learning process is not only time-consuming, and costly but is also risky since some of the interactions may inflict damage on the… CONTINUE READING
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