Massively Parallel Reinforcement Learning with a Chaotic Reconfigurable Clockless Chip

Eric Oliveira-Gomes, Damien Rontani

Hardware accelerators based on physical dynamical systems offer an attractive route toward energy-efficient reinforcement learning applications. However, their scalability is chall…