Xin Guo

activity

20232026

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2 papers · 1 filter

math.OC2026

Actor-Critic Learning for Extended Mean Field Control with Deterministic Policies

Ziheng Cheng, Xin Guo, Huyên Pham +1

This paper develops a model-free reinforcement learning framework for continuous--time extended mean field control problems, where both the dynamics and reward may depend on the jo…

math.OC2026

Limit Theory for $N$ -Player $α$ -Potential Games

Xin Guo, Meng Wang, Yufei Zhang

The recently introduced framework of $α$ -potential games facilitates the analysis of finite-player dynamic games by reducing the search for approximate Nash equilibria to the minim…

Actor-Critic Learning for Extended Mean Field Control with Deterministic Policies

Limit Theory for N-Player α-Potential Games

Limit Theory for $N$ -Player $α$ -Potential Games