Call for Papers
Submit your work on zero-shot Physical AI, foundation models for robotics, and embodied generalization.
Topics
We solicit non-archival contributed papers on topics including:
- Zero-shot, few-shot, and continual adaptation for robot learning
- Vision-language-action models and generalist robot policies
- World models and generative simulators
- Cross-embodiment and cross-environment generalization
- Large-scale robot data, simulation, and data curation
- Evaluation protocols and benchmarks for zero-shot Physical AI
- Safety, uncertainty, and failure analysis in deployed robots
- Real-world deployment studies and negative results
Important Dates
If accepted, we will follow the NeurIPS 2026 workshop timeline. All deadlines are AoE.
| Event | Date |
|---|---|
| Submission deadline | August 22, 2026 |
| Author notification | September 29, 2026 |
| Camera-ready deadline | Mid-October 2026 |
| Workshop date | NeurIPS 2026 (Sydney) |
Submission Details
- Extended abstracts: 2-4 pages
- Full papers: Up to 8 pages
- Demos: Up to 2 pages
Use the NeurIPS 2026 LaTeX style. Submissions via OpenReview (link TBA).
Questions
Contact us at wrl2026organizers@robot-learning.ml