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Author

Milind Tambe

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#artificial intelligence Preprint Oct 2026

DiffNash: Finding Nash Equilibrium in High-Dimensional Continuous Action Spaces with Diffusion Policies

Computing equilibria in high-dimensional continuous games requires learning and representing rich, multi-modal strategy distributions, something conventional neural policies struggle to achieve. Diffusion models offer a natural solution, but standard diffusion training requires direct samples from a fixed target distri...

Hai-Chuan Wang, Anagha Satish, Jia-Le Zheng et al. · 0 citations
#natural language process... Preprint Oct 2026

Large Language Model Orchestration under Heterogeneous Preferences via Explicit Persona Inference

LLM orchestration investigates how an orchestrator coordinates a group of autonomous agents to achieve common goals or maximize collective welfare. The agents are typically heterogeneous, each holding a private preference that it pursues but does not reveal. Inferring such hidden preferences from behavior has been a su...

Shu-Qing Shi, Ziyan Wang, Milind Tambe et al. · 0 citations

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