Real-world data

…and integrating clinical trials with real-world data. Manufacturing sessions connect process understanding, analytical characterization and digital models with quality and scale-up. Formulation sessions address predictive design, advanced materials, targeted delivery and patient

…object-centred models conflict with real-world data, making the usual problem formulation inadequate at scale. It examines that mismatch and presents ongoing work intended to support more meaningful learned representations.

…Topics include visual inputs, real-world data for improving simulators, imitation learning and teleoperation, hierarchical control, and trade-offs between modular and end-to-end approaches for autonomous robots.