Markov Logic Network

Approaches to Safe Planning - Logic Rules checking and Trajectory Candidate scoring.

How we tackled the problems of Uncertainty and Safety on the Behavior side at Nuro.

Integration of Position-Dependent Cross-Entropy loss function, Markov Logic Network, and Multimodal RAG with Vision Language Model (VLM), for achieving SotA results on Autonomous Driving benchmarks.