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Using Rubik's cube to improve and evaluate robot manipulation

Using Rubik's cube to improve and evaluate robot manipulation

Researchers at University of Washington have recently developed a new protocol to train robots and test their performance on tasks that involve object manipulation. This protocol, presented in a paper published in IEEE Robotics and Automation Letters, is based on the Rubik
Researchers at University of Washington have recently developed a new protocol to train robots and test their performance on tasks that involve object manipulation. This protocol, presented in a paper published in IEEE Robotics and Automation Letters, is based on the Rubik's Cube, the well-known 3D combination puzzle invented by the Hungarian sculpture and architect Ernő Rubik.

How OpenAI Used Meta-Learning to Build a Robotic Hand that can Solve the Rubik's Cube, by Jesus Rodriguez, DataSeries

Reinforcing the Value of Simulation by Teaching Dexterity to a Real Robot Hand

A method for understanding and digitizing manipulation activities using programming by demonstration in robotic applications - ScienceDirect

Hybrid hierarchical learning for solving complex sequential tasks using the robotic manipulation network ROMAN

Why Solving a Rubik's Cube Does Not Signal Robot Supremacy

Training robots to manipulate soft and deformable objects

HERB's simulated Barrett hands manipulate the Rubik's cube in blue.

Self-Solving Rubik's Cube

Rise of the robogeeks