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Pierre Barroso

2 accepted papers

2025

Adapt3R: Adaptive 3D Scene Representation for Domain Transfer in Imitation Learning

CoRL 2025poster

Imitation Learning can train robots to perform complex and diverse manipulation tasks, but learned policies are brittle with observations outside of the training distribution. 3D scene representations that incorporate observations from calibrated RGBD cameras have been proposed as a way to mitigate…

Cited by 0SourcecodeScholar
2025

SAIL: Faster-than-Demonstration Execution of Imitation Learning Policies

CoRL 2025oral

Offline Imitation Learning (IL) methods such as Behavior Cloning are effective at acquiring complex robotic manipulation skills. However, existing IL-trained policies are confined to execute the task at the same speed as shown in demonstration data. This limits the task throughput of a robotic…

Cited by 0SourcecodeScholar