Stanford Robotics Seminar ENGR319 | Spring 2026 | Robot Learning from Human Experience

For more information about Stanford’s graduate programs, visit: https://online.stanford.edu/graduate-education April 10, 2026 This seminar covers: • How human-to-robot transfer can be understood as two coupled problems: extracting priors about physical intelligence from human experience, and grounding those priors into a robot’s embodiment • Recent results showing emergent human-to-robot transfer from large-scale human pretraining, as well as evidence that learning across diverse robot embodiments can further improve transfer • EgoVerse, an ecosystem for robot learning from embodied human data Follow along with the seminar schedule, visit: https://stanfordasl.github.io/robotics_seminar/ Danfei Xu is an Assistant Professor at the School of Interactive Computing at Georgia Tech and a Researcher at NVIDIA AI.