How I Study AI - Learn AI Papers & Lectures the Easy Way

ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning

Intermediate

Jie Xiao, Meng Chen et al.Feb 2arXiv

ECHO-2 is a new way to train AI with reinforcement learning that keeps a small, central trainer busy while sending the easy, cheap work (rollouts) to many low-cost computers spread around the world.

#ECHO-2#distributed rollouts#bounded staleness

Papers1

ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning