World Modelling Improves Language Model Agents

Shangmin Guo, Omar Darwiche Domingues, Raphaël Avalos +2

Tool use in stateful environments presents unique challenges for large language models (LLMs), where existing test-time compute strategies relying on repeated trials in the environ…