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Rishabh works on graph and hypergraph neural networks and their application to multi-robot systems. This includes exploring advanced representations and neuro-algorithmic methods for multi-agent pathfinding, to obtain powerful and scalable neural solvers, while retaining the guarantees of classical algorithms.
Publications