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How to Tame a Multi-Armed Bandit? A Multi-Criteria Decision Analysis Approach to Bayesian Adaptive Exploration in Non-Stationary Environments

Kamil Bortko, Michal Gudowicz, Szymon Sniegowski, Adrianna Swider. How to Tame a Multi-Armed Bandit? A Multi-Criteria Decision Analysis Approach to Bayesian Adaptive Exploration in Non-Stationary Environments. In Yen-Wei Chen 0001, Robert J. Howlett, Lakhmi C. Jain, editors, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, Osaka, Japan, 10-12 September 2025. Volume 270 of Procedia Computer Science, pages 5350-5359, Elsevier, 2025. [doi]

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