2 papers
cs.LG2020
XCS Classifier System with Experience Replay
Anthony Stein, Roland Maier, Lukas Rosenbauer +1
XCS constitutes the most deeply investigated classifier system today. It bears strong potentials and comes with inherent capabilities for mastering a variety of different learning…
cs.LG2020
Bootstrapping a DQN Replay Memory with Synthetic Experiences
Wenzel Baron Pilar von Pilchau, Anthony Stein, Jörg Hähner
An important component of many Deep Reinforcement Learning algorithms is the Experience Replay which serves as a storage mechanism or memory of made experiences. These experiences…