Framework for Deep Reinforcement Learning with GPU-CPU Multiprocessing

Sosin, Ivan; Svidchenko, Oleg; Malysheva, Aleksandra; Kudenko, Daniel; Shpilman, Aleksei;

<p>One of the main challenges faced in Deep Reinforcement Learning is that running simulations may be CPU-heavy, while the optimal computing device for training neural networks is a GPU. One way to overcome this problem is building a custom machine with GPU to CPU propo... View more
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