43 citations · 54 across the 7 of their papers we have counts for
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cs.GT2020★ 6 cited
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers
Philipp Geiger, Christoph-Nikolas Straehle
For prediction of interacting agents' trajectories, we propose an end-to-end trainable architecture that hybridizes neural nets with game-theoretic reasoning, has interpretable int…
cs.GT2018
Coordinating users of shared facilities via data-driven predictive assistants and game theory
Philipp Geiger, Michel Besserve, Justus Winkelmann +2
We study data-driven assistants that provide congestion forecasts to users of shared facilities (roads, cafeterias, etc.), to support coordination between them, and increase effici…