#Error Forecasting

ProMAS: Enhancing Multi-Agent Systems with Proactive Error Forecasting

The ProMAS framework leverages Markov transition dynamics to improve error forecasting in Multi-Agent Systems, integrating Large Language Models for better collaborative reasoning.