Excited to share our latest research on modeling human behavior in traffic!

Our whitepaper, “Achieving Realism in Traffic Simulations: Performance of a Cognitive Behavior Model on the Waymo Open Sim Agent Challenge” is now available. We introduce the cogniBOT system, a novel approach that merges rule-based and machine learning techniques to create a comprehensive model of human driving behavior. Unlike traditional methods, cogniBOT can simulate both standard and critical driving situations with remarkable accuracy, all while using significantly fewer parameters.

Key highlights:

Competitive performance in the Waymo Open Sim Agent Challenge
Realistic simulation of driver interactions and rare events
Transparent, explainable models with low computing requirements

Check out the full whitepaper here