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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 görüntüleme • 1 yıl önce •via X (Twitter)

11 Yorum

Boris Belousov profil fotoğrafı
Boris Belousov1 yıl önce

@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 :-)

Acellus Academy profil fotoğrafı
Acellus Academy1 yıl önce

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sorina profil fotoğrafı
sorina1 yıl önce

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

Adit Kadepurkar profil fotoğrafı
Adit Kadepurkar1 yıl önce

@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 profil fotoğrafı
Alper Canberk1 yıl önce

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

Chen Tessler profil fotoğrafı
Chen Tessler1 yıl önce

@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 profil fotoğrafı
Kevin Zakka1 yıl önce

@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 profil fotoğrafı
Siddharth Ancha1 yıl önce

@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 profil fotoğrafı
Kevin Zakka1 yıl önce

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

Adrian Thönig profil fotoğrafı
Adrian Thönig1 yıl önce

@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 profil fotoğrafı
Mateo Guaman Castro1 yıl önce

@qiayuanliao Woah that’s insane!

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