37 citations · 65 across the 7 of their papers we have counts for
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cs.GT2023★ 1 cited
Unsynchronized Decentralized Q-Learning: Two Timescale Analysis By Persistence
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Non-stationarity is a fundamental challenge in multi-agent reinforcement learning (MARL), where agents update their behaviour as they learn. Many theoretical advances in MARL avoid…
cs.LG2023★ 7 cited
Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games
Awni Altabaa, Bora Yongacoglu, Serdar Yüksel
Stochastic games are a popular framework for studying multi-agent reinforcement learning (MARL). Recent advances in MARL have focused primarily on games with finitely many states.…