Semantic Bandits

Semantic bandits reveal LLM exploration bias from language priors

Researchers have introduced the concept of a "semantic bandit" to analyze how large language models (LLMs) explore and exploit options in decision-making tasks. This framework highlights that LLMs' exploration behavior …