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stat.ML2023
Approximate information maximization for bandit games
Alex Barbier-Chebbah, Christian L. Vestergaard, Jean-Baptiste Masson +1
Entropy maximization and free energy minimization are general physical principles for modeling the dynamics of various physical systems. Notable examples include modeling decision-…
stat.ML2023
Approximate information for efficient exploration-exploitation strategies
Alex Barbier-Chebbah, Christian L. Vestergaard, Jean-Baptiste Masson
This paper addresses the exploration-exploitation dilemma inherent in decision-making, focusing on multi-armed bandit problems. The problems involve an agent deciding whether to ex…