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The International Journal of Robotics Research· 2019Q1

Learning dexterous in-hand manipulation

OpenAI Marcin Andrychowicz, Bowen Baker, Maciek Chociej, Rafał Józefowicz et al.

Short summary

Reinforcement learning policies trained entirely in simulation successfully transferred to a physical robot, enabling vision-based dexterous in-hand object reorientation without human demonstrations.

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Field: Control and Systems Engineering

Control and Systems EngineeringEngineering