Du Yilun Proposes Reasoning-Driven Robot Generalization
DeepMind researcher Du Yilun's essay argues robots can generalize beyond demonstration data by reasoning, combining reusable learned evaluation factors via compositional energy models instead of end-to-end prediction.
2026-09-09 ~ 2026-09-09 · 3 related posts
- DeepMind's Generalization by Construction: inference-driven robot generalization — du_yilun · 2026-09-09
- Yilun Du: Energy-Based Models Enable Robot Generalization by Construction — du_yilun · 2026-09-09
- Compositional energy models: learn reusable evaluation factors, compose them for new tasks — du_yilun · 2026-09-09