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Steering & Skill Reuse @ R:SS'26

We are excited to share that two papers from CLeAR were accepted to R:SS 2026! More information about the papers is coming soon, but here’s a snapshot: ...

Introducing Dr. Ce Hao!

Ce Hao has graduated and is now Dr. Hao. Congratulations Ce! Ce’s PhD thesis, Advanced Diffusion Robot Manipulation Policies for Language Reasoning, Long-Ho...

Action Hallucination in Generative Vision-Language-Action Models

A theoretical analysis of why generative VLAs produce physically infeasible actions, identifying topological, precision, and horizon barriers that impose unavoidable tradeoffs.

Abstracting Robot Manipulation Skills via Mixture-of-Experts Diffusion Policies

Skill Mixture-of-Experts Policy (SMP)—a diffusion mixture-of-experts policy that learns a compact orthogonal skill basis and uses sticky routing for scalable, efficient multi-task manipulation.

3 Papers at ICLR'26.

All three of our submissions were accepted to ICLR 2026! A fantastic accomplishment by our CLeAR members and collaborators. Here’s a snapshot: Know ...

We're Hiring!

Multiple Postdoc and Research Assistant positions are open.

Introducing Dr. Alvin Heng!

Alvin Heng has graduated and is now Dr. Heng. Congratulations Alvin!