Robo-Dopamine

Robo-Dopamine

Process reward modeling for robot manipulation

Description

Training robots on fine manipulation with only end-of-task rewards is slow and inefficient. Robo-Dopamine, a CVPR 2026 work, proposes general process reward modeling that gives fine-grained feedback throughout manipulation for high-precision skills.

This is the official implementation from BAAI's FlagOpen team.

Features



Process rewards:Feedback every step.

Precision:Fine manipulation.

General:Many tasks.