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Using Keyframing To Guide Robots’ Movements

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Keyframing is a technique used in animation to start the start and end points of an action and have the computer fill the in-between frames. Disney Researchers have now come up with RobotKeyframing, which is a new way to control legged robots. To guide the robot’s learning process, the framework uses a multi-critic reinforcement learning algorithm for balanced handling both dense and sparse rewards.

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RobotKeyframing: Learning Locomotion with High Level Objectives

This framework enables robots to anticipate future goals and improves their ability to reach their goals.

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