Parth Talpur Nobel

Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model

Robotic applications often involve working in environments that are uncertain, dynamic, and partially observable. Recently, diffusion models have been proposed for learning trajectory prediction models trained from expert demonstrations, which can be used for planning in robot tasks. Such models hav…