Memory Efficient Experience Replay for Streaming Learning

Tyler L. Hayes, Nathan D. Cahill, Christopher Kanan

In supervised machine learning, an agent is typically trained once and then deployed. While this works well for static settings, robots often operate in changing environments and m…