Xiangyu Chen

Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision

2021 · International Conference on Machine Learning

Low-precision training has become a popular approach to reduce compute requirements, memory footprint, and energy consumption in supervised learning. In contrast, this promising approach has not yet enjoyed similarly widespread adoption within the reinforcement learning …