Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning

Christian Steinparz, Thomas Schmied, Fabian Paischer +5

In lifelong learning, an agent learns throughout its entire life without resets, in a constantly changing environment, as we humans do. Consequently, lifelong learning comes with a…