Transfer Learning Across Simulated Robots With Different Sensors

no code implementations • 18 Jul 2019 • Hélène Plisnier, Denis Steckelmacher, Diederik Roijers, Ann Nowé

After training in the lab, the robot should be able to get by without the expensive equipment that used to be available to it, and yet still be guaranteed to perform well on the field.

Transfer Learning

Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems

no code implementations • ICML 2018 • Eugenio Bargiacchi, Timothy Verstraeten, Diederik Roijers, Ann Nowé, Hado Hasselt

Learning to coordinate between multiple agents is an important problem in many reinforcement learning problems.

Multi-Armed Bandits Q-Learning