Search Results for author: Bora Yongacoglu

Found 4 papers, 1 papers with code

Paths to Equilibrium in Normal-Form Games

no code implementations26 Mar 2024 Bora Yongacoglu, Gürdal Arslan, Lacra Pavel, Serdar Yüksel

In multi-agent reinforcement learning (MARL), agents repeatedly interact across time and revise their strategies as new data arrives, producing a sequence of strategy profiles.

Multi-agent Reinforcement Learning reinforcement-learning

Asynchronous Decentralized Q-Learning: Two Timescale Analysis By Persistence

no code implementations7 Aug 2023 Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel

In this paper, we study an asynchronous variant of the decentralized Q-learning algorithm, a recent MARL algorithm for stochastic games.

Multi-agent Reinforcement Learning Q-Learning

Satisficing Paths and Independent Multi-Agent Reinforcement Learning in Stochastic Games

no code implementations9 Oct 2021 Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel

In multi-agent reinforcement learning (MARL), independent learners are those that do not observe the actions of other agents in the system.

Multi-agent Reinforcement Learning reinforcement-learning +1

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