Optimizing Data Collection in Deep Reinforcement Learning

no code implementations • 15 Jul 2022 • James Gleeson, Daniel Snider, Yvonne Yang, Moshe Gabel, Eyal de Lara, Gennady Pekhimenko

We show that simulator kernel fusion speedups with a simple simulator are $11. 3\times$ and increase by up to $1024\times$ as simulator complexity increases in terms of memory bandwidth requirements.

reinforcement-learning Reinforcement Learning (RL)