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SMARTAgent

A closed-loop spiking neuronal network (visual/motor) model that senses dynamic visual information from the AIgame enviroment and learns to produce actions that maximize game reward through spike-timing dependent reinforcement learning.

Reference

Training a spiking neuronal network model of visual-motor cortex to play a virtual racket-ball game using reinforcement learning https://doi.org/10.1371/journal.pone.0265808

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  • Python 84.5%
  • AMPL 11.7%
  • Jupyter Notebook 3.5%
  • Other 0.3%