GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models

Hanjing Wang, Man-Kit Sit, Congjie He +5

This paper introduces a distributed, GPU-centric experience replay system, GEAR, designed to perform scalable reinforcement learning (RL) with large sequence models (such as transf…