The purpose of this technology's application to reinforcement learning was to broaden the range of uses for quadrupedal walking robots.
The Korea Advanced Institute of Science and Technology has announced the development of "RaiBo," a robodog that can walk robustly even in deformable terrain like sandy beaches.
The team created a system to imitate quadrupedal robot, the force experienced by a walking robot on terrain made of granular materials like sand. Reinforcement learning is an AI learning technique used to build a computer that gathers information on the outcomes of various actions in a random circumstance and uses that information to carry out a task.The trained neural network demonstrated its capacity to operate in a variety of environments, including the ability to move quickly and to walk and turn on soft surfaces like an air mattress or sand without losing balance.
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