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Extracting Skill-Centric State Abstractions from Value Functions
April 29, 2022, 5:02 p.m. | Google AI (noreply@blogger.com)
Google AI Blog ai.googleblog.com
Advances in reinforcement learning (RL) for robotics have enabled robotic agents to perform increasingly complex tasks in challenging environments. Recent results show that robots can learn to fold clothes, dexterously manipulate a rubik’s cube, sort objects by color, navigate complex environments and walk on difficult, uneven terrain. But "short-horizon" tasks such as these, which require very little long-term planning and provide immediate failure …
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