proroklab/gnn_pathplanning

About the gnn

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Hi, I have a question about the communication radius. I notice that you adjust the radius dynamically to ensure the graph is connected. I wonder that if this setting will make each agents to communicate with at least one other agent? If I want to use gnn for communication as you did, do I need to make the graph connected? My project is about MAPF and I want the agents to communicate with other agents within a fixed communication radius. That means that some agents will not be in the communication graph so I'm not sure whether GNN works in this situation.