Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems

Alexis Asseman, Nicolas Antoine, Ahmet S. Ozcan

Reinforcement learning augmented by the representational power of deep neural networks, has shown promising results on high-dimensional problems, such as game playing and robotic c…