Learning for Dynamics & Control Conference (L4DC) 2026

The 8th Annual Learning for Dynamics & Control Conference (L4DC) will be held at the University of Southern California from June 17–19, 2026. The explosion of real-time data arising from devices that sense and control the physical world requires improving synergy in research areas such as machine learning, control theory, and optimization. While control theory has been firmly rooted in the tradition of model-based design, the availability and scale of data (both temporal and spatial) will require rethinking the foundations of the discipline. From a machine learning perspective, one of the main challenges going forward is to go beyond pattern recognition and address problems in data-driven control and optimization of dynamical processes. L4DC is creating a new community of people that think rigorously across learning, dynamics and control; ask new questions; and develop the foundations of this cross-cutting new scientific area where devices sense and control the physical world.

This year, L4DC will be co-located with International Conference on Neuro-symbolic Systems (NeuS).

MathWorks is a Silver Sponsor, Exhibitor, and Presenter at this event.