Fact-Augmented Lookahead Planning for LLM Agents

Samuel Holt, Max Ruiz Luyten, Thomas Pouplin +1

Large Language Models (LLMs) are increasingly capable, but LLM agents still struggle to plan effectively in interactive, partially observable, long-horizon environments when search…