Learning Multi-Agent Task Assignment and Navigation in the Factory: from Simulation to Real Robots

Abdalwhab Bakheet Mohamed Abdalwhab, Giovanni Beltrame, David St-Onge

Reinforcement learning (RL) has shown considerable promise for robotic decision-making, yet deploying multi-agent RL (MARL) on physical multi-robot systems in industrial environmen…