Search Results - "Equilibrium approximation algorithms"

Markov \alpha-Potential Games by Guo, Xin, Li, Xinyu, Maheshwari, Chinmay, Sastry, Shankar, Wu, Manxi

“…We propose a new framework of Markov <inline-formula><tex-math notation="LaTeX">\alpha</tex-math></inline-formula>-potential games to study Markov games. We…”
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Quasi steady state and partial equilibrium approximations: their relation and their validity by Goussis, Dimitris A.

“… It is shown that the quasi steady state approximation is a limiting case of the partial equilibrium approximation…”
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An α-Potential Game Framework for Non-Cooperative Dynamic Games: Theory and Algorithms by Li, Xinyu

“…Multi-agent systems naturally arise in many real-world scenarios where multiple decision-makers interact, such as autonomous driving, network design, and…”
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Explore Reinforced: Equilibrium Approximation with Reinforcement Learning by Yu, Ryan, Nowak, Mateusz, Xie, Qintong, Feng, Michelle Yilin, Chin, Peter

“… We demonstrate that our algorithm expands the application of equilibrium approximation algorithms to new environments…”
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Markov \(\alpha\)-Potential Games by Guo, Xin, Li, Xinyu, Maheshwari, Chinmay, Sastry, Shankar, Wu, Manxi

“…We propose a new framework of Markov \(\alpha\)-potential games to study Markov games. We show that any Markov game with finite-state and finite-action is a…”
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