2025
Scalable Multi-Robot Cooperation for Multi-Goal Tasks Using Reinforcement Learning
RA-L 2025
Coordinated navigation of an arbitrary number of robots to an arbitrary number of goals is a big challenge in robotics, often hindered by scalability limitations of existing strategies. This letter introduces a decentralized multi-agent control system using neural network policies trained in simulat