2 papers
cs.RO2026
PRISM: Precision Forcing for Generalist Vision-Language-Action Policies
Chenghao Yue, Peiyan Li, Hao Wang +5
Coupling a pretrained vision-language model (VLM) with a diffusion or flow-matching action expert has become the mainstream vision-language-action (VLA) paradigm for embodied polic…
cs.RO2026
Towards High-DoF Dexterous Manipulation through VLA Post-Training
Junlei Zhu, Shenzhe Yao, Chaogui Huang +6
Imitation-learned vision--language--action (VLA) foundation models acquire broad manipulation capabilities by scaling robot data across tasks and embodiments, but reliable deployme…