Mung Yao Jia

AutoToM: Scaling Model-based Mental Inference via Automated Agent Modeling

Theory of Mind (ToM), the ability to understand people's minds based on their behavior, is key to developing socially intelligent agents. Current approaches to ToM reasoning either rely on prompting Large Language Models (LLMs), which are prone to systematic errors, or use handcrafted, rigid agent m…