Analysis of Q-Learning Like Algorithms Through Evolutionary Game Dynamics
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3161655
Abstract: Based on two-player two-action and three-action game models, this brief studies the dynamics of Q-learning and Frequency Adjusted Q-(FAQ-) learning algorithms in multi-agent systems, and discloses the underlying mechanisms of these algorithms through the perspective… read more here.
Keywords: like algorithms; evolutionary dynamics; analysis learning; learning like ... See more keywords