Preprint Open access
ESP: Energy-Score Policy for One-Step Multimodal Action Generation
Generative action models based on diffusion and flow matching have been increasingly adopted in vision-language-action (VLA) policies for their ability to capture diverse behaviors, including multiple valid action sequences under the same observation and instruction. Their iterative sampling procedures, however, requir …