Modulation for emergent networks: serotonin and dopamine.

@article{Weng2013ModulationFE,
  title={Modulation for emergent networks: serotonin and dopamine.},
  author={Juyang Weng and Stephen Paslaski and James Daly and Courtland VanDam and Jacob Hohmann Brown},
  journal={Neural networks : the official journal of the International Neural Network Society},
  year={2013},
  volume={41},
  pages={225-39}
}
In autonomous learning, value-sensitive experiences can improve the efficiency of learning. A learning network needs be motivated so that the limited computational resources and the limited lifetime are devoted to events that are of high value for the agent to compete in its environment. The neuromodulatory system of the brain is mainly responsible for developing such a motivation system. Although reinforcement learning has been extensively studied, many existing models are symbolic whose… CONTINUE READING
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