New Research Frames Bandit Algorithms Around Cumulative Prospect Theory
A new arXiv paper studies non-parametric bandits where arms are evaluated using Cumulative Prospect Theory instead of expected reward, covering continuous action spaces with risk-sensitive, kernel-based methods.
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- 2026-11-05 05:00 · arXiv stat.ML
Risk-Sensitive Non-Parametric and Kernel Bandits