Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman +2

While language models (LMs) have shown potential across a range of decision-making tasks, their reliance on simple acting processes limits their broad deployment as autonomous agen…