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Learning to Coordinate Efficiently through Multiagent Soft Q-Learning in the presence of Game-Theoretic Pathologies

In this work we investigate the convergence of multiagent soft Q-learning in continuous games where learning is most likely to be affected by relative overgeneralisation. While this will occur more often in multiagent independent learner problems, it is present in joint-learner problems when informa...

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Bibliographic Details
Main Author: Danisa, Siphelele
Other Authors: Shock, Jonathan
Format: Thesis
Language:English
Published: Department of Mathematics and Applied Mathematics 2023
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