FIELD NOTES TOPIC
exploration-exploitation
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Semantic Bandits: In-Context Exploration-Exploitation is Biased by Semantic Priors
Researchers introduce the concept of semantic bandits to study how pre-training affects exploration behavior of Large Language Models (LLMs) used as decision-making agents. They find that action labels with semantic…
