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Booster recovery controller from last night. Sim design, training and deployment on hardware took < 1 day. With Qiayuan Liao

104,613 views • 1 year ago •via X (Twitter)

11 Comments

Boris Belousov's profile picture
Boris Belousov1 year ago

@qiayuanliao the solution to the sim2real gap turns out to be not tuning the simulation to reality but rather building the hardware that behaves like the simulation :-)

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Acellus Academy1 year ago

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sorina's profile picture
sorina1 year ago

@qiayuanliao it's really impressive how quickly it stands up

Adit Kadepurkar's profile picture
Adit Kadepurkar1 year ago

@qiayuanliao Wow I really thought the sim2real gap would cause major issues, but pleasantly surprised that the real robot is able to do the crazy movements it does in sim. Great work!

Alper Canberk's profile picture
Alper Canberk1 year ago

@qiayuanliao *there’s no way the robot can do that in real* oh 😮

Chen Tessler's profile picture
Chen Tessler1 year ago

@qiayuanliao Does this type of recovery have an negative impact on motors/casing? Wonder if there's any benefit to making it recover more naturally (humanly), or that's just our personal preference based on what we'd expect.

Kevin Zakka's profile picture
Kevin Zakka1 year ago

@qiayuanliao I didn't do any regularization, the goal was to do a dry run with a very simple reward and minimal DR.

Siddharth Ancha's profile picture
Siddharth Ancha1 year ago

@qiayuanliao That recovery on the real robot looks unreal!! 🤯 Was this pure sim to real transfer? If so there hardly seems to be any gap between sim and real! Amazing job! ❤️

Kevin Zakka's profile picture
Kevin Zakka1 year ago

@qiayuanliao Yes indeed! Actually, we *only* randomized foot friction during training and it transferred pretty flawlessly.

Adrian Thönig's profile picture
Adrian Thönig1 year ago

@qiayuanliao It's pretty cool how it stands up usually when i see behaviours like this in training runs in simulation i think this wouldn't work in real life. But it actually does crazy.

Mateo Guaman Castro's profile picture
Mateo Guaman Castro1 year ago

@qiayuanliao Woah that’s insane!

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