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Fast EXP3 Algorithms

Published: December 12, 2025 | arXiv ID: 2512.11201v1

By: Ryoma Sato, Shinji Ito

We point out that EXP3 can be implemented in constant time per round, propose more practical algorithms, and analyze the trade-offs between the regret bounds and time complexities of these algorithms.

Category
Computer Science:
Machine Learning (CS)