UCSD Proposes Mental-Model Framework for Multi-Agent Systems

UCSD published and open-sourced a mental-model-enabled agents framework that embeds theory of mind into RL rewards, allowing 7B-scale agents to model other agents in multi-agent systems.

2026-10-12 ~ 2026-10-13 · 2 related posts

• UCSD paper bakes theory of mind into RL reward, letting a 7B agent model partners solo — rohanpaul_ai · 2026-10-12
• UCSD's Mental-Models framework gives agents explicit Theory-of-Mind for multi-agent systems — UCSanDiego · 2026-10-13