20 citations · 20 across the 1 of their papers we have counts for
3 papers
A Case Study of Vehicle Route Optimization
Veronika Lesch, Maximilian König, Samuel Kounev +2
In the last decades, the classical Vehicle Routing Problem (VRP), i.e., assigning a set of orders to vehicles and planning their routes has been intensively researched. As only the…
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…
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…