Milad Mesbahi

Long-Term Mapping of the Douro River Plume with Multi-Agent Reinforcement Learning

We study the problem of long-term (multiple days) mapping of a river plume using multiple autonomous underwater vehicles (AUVs), focusing on the Douro river representative use-case. We propose an energy - and communication - efficient multi-agent reinforcement learning approach in which a central co…