作者位次 #3/6ACL 2026Poster· Natural Language Processing
Large Language Model-Enhanced Multi-Armed Bandits
Jiahang Sun · Zhiyong Wang · Runhan Yang · Chenjun Xiao · John C. S. Lui · Zhongxiang Dai
摘要
Large language models (LLMs) have been applied to sequential decision-making tasks like multi-armed bandits (MAB), where an LLM is tasked with selecting arms in each iteration. However, this direct arm selection approach is often suboptimal. We propose an alternative method combining classical MA...