Adapting Deep Visuomotor Representations with Weak Pairwise Constraints

Real-world robotics problems often occur in domains that differ significantly from the robot's prior training environment. For many robotic control tasks, real world experience is expensive to obtain, but data is easy to collect in either an instrumented environment or in simulation... (read more)

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