Semantic Bandits: In-Context Exploration-Exploitation is Biased by Semantic Priors

David Eric Austin, Kaheer Suleman, Jackie Chi Kit Cheung

Large language models (LLMs) are increasingly deployed as decision-making agents in settings that require sophisticated environmental exploration. However, existing work has raised…