57 citations
- Robotics Research (United States)US5 papers
- Carnegie Mellon UniversityUS4 papers
- Center for Strategic ResearchRU4 papers
- George Mason UniversityUS4 papers
- Machine ScienceUS4 papers
- Robotic Technology (United States)US4 papers
- United States Department of the ArmyUS4 papers
- Optim Design (United States)US3 papers
- Columbia UniversityUS2 papers
- Massachusetts Institute of TechnologyUS2 papers
- Stanford UniversityUS2 papers
- Bernstein Center for Computational Neuroscience BerlinDE1 paper
Showing cs.GTShow all
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cs.GT2024
Joint-perturbation simultaneous pseudo-gradient
Carlos Martin, Tuomas Sandholm
We study the problem of computing an approximate Nash equilibrium of a game whose strategy space is continuous without access to gradients of the utility function. Such games arise…
cs.GT2024
Layered Graph Security Games
Jakub Černý, Chun Kai Ling, Christian Kroer +1
Security games model strategic interactions in adversarial real-world applications. Such applications often involve extremely large but highly structured strategy sets (e.g., selec…
cs.GT2022★ 3 cited
Finding mixed-strategy equilibria of continuous-action games without gradients using randomized policy networks
Carlos Martin, Tuomas Sandholm
We study the problem of computing an approximate Nash equilibrium of continuous-action game without access to gradients. Such game access is common in reinforcement learning settin…