Jump Start or False Start? A Theoretical and Empirical Evaluation of LLM-initialized Bandits

Adam Bayley, Xiaodan Zhu, Raquel Aoki +2

The recent advancement of Large Language Models (LLMs) offers new opportunities to generate user preference data to warm-start bandits. Recent studies on contextual bandits with LL…