How To Train Your World Model: Fine-tuning vs RAG for LM-based World Modeling

Dhananjay Ashok, Shantanu Agarwal, Vivek Datla +2

World models (WMs) simulate the transition dynamics of environments, enabling agents to plan over the consequences of their actions. In text-based environments, fine-tuning a Langu…