Pablo G. Morato

IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL

We introduce IMP-MARL, an open-source suite of multi-agent reinforcement learning (MARL) environments for large-scale Infrastructure Management Planning (IMP), offering a platform for benchmarking the scalability of cooperative MARL methods in real-world engineering applications. In IMP, a multi-com…