正在加载视频...

视频加载失败

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

104,475 次观看 • 1 年前 •via X (Twitter)

11 条评论

Boris Belousov 的头像
Boris Belousov1 年前

@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 的头像
Acellus Academy1 年前

Study Online with Acellus Gold, Designed to Accelerate Learning & Motivate K-12 Student Achievement.

sorina 的头像
sorina1 年前

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

Adit Kadepurkar 的头像
Adit Kadepurkar1 年前

@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 的头像
Alper Canberk1 年前

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

Chen Tessler 的头像
Chen Tessler1 年前

@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 的头像
Kevin Zakka1 年前

@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 的头像
Siddharth Ancha1 年前

@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 的头像
Kevin Zakka1 年前

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

Adrian Thönig 的头像
Adrian Thönig1 年前

@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 的头像
Mateo Guaman Castro1 年前

@qiayuanliao Woah that’s insane!

相关视频