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gittins index

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multi-armed bandit (5) regret bound (2) entropic value-at-risk (1) coordinated robot (1) optimistic approximation (1) lai-robbins bound (1) layered defense (1) strategic experimentation (1) multi-agent system (1) optimistic index (1)

Papers

Security Games with Layered Defenses: Adaptive Adversaries and Gittins Indices AAAI 2026 Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index NeurIPS 2024 Multiplayer Bandit Learning, from Competition to Cooperation COLT 2021 Agbots 2.0: Weeding Denser Fields with Fewer Robots RSS 2020 Optimistic Gittins Indices NeurIPS 2016 Regret Analysis of the Finite-Horizon Gittins Index Strategy for Multi-Armed Bandits COLT 2016