Real-time reactive robot control is possible with diffusion policies by decoupling fast proprioceptive feedback from slower visual processing and adapting the denoising schedule to hardware latency—enabling closed-loop replanning at 25Hz instead of 6Hz.
This paper introduces πR², a method that makes diffusion-based robot manipulation policies reactive and fast enough for real-time control.