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Introducing 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐋𝐎𝐇𝐀🏄 -- Hardware! A low-cost, open-source, mobile manipulator. One of the most high-effort projects in my past 5yrs! Not possible without co-lead Zipeng Fu and Chelsea Finn. At the end, what's better than cooking yourself a meal with the 🤖🧑‍🍳

1,668,338 Aufrufe • vor 2 Jahren •via X (Twitter)

11 Kommentare

Profilbild von Tony Z. Zhao
Tony Z. Zhaovor 2 Jahren

How does 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐋𝐎𝐇𝐀 work? We seek to achieve a few more goals to augment the dexterity of the original 𝐀𝐋𝐎𝐇𝐀:

Profilbild von Tony Z. Zhao
Tony Z. Zhaovor 2 Jahren

1. Moves fast. Similar to human walking of 1.42m/s. 2. Stable. Manipulate heavy pots, a vacuum, etc. 3. Whole-body. All dofs teleoperated simultaneously. 4. Untethered. Onboard power and compute.

Profilbild von Tony Z. Zhao
Tony Z. Zhaovor 2 Jahren

To achieve these goals, we mount ALOHA to a mobile base designed for warehouses: Tracer AGV It can carry 100kg, move up to 1.6m/s, while costing only $7k To allow simultaneous arms and base control, we simply tether the operator to the mobile base, i.e. backdriving the wheels.

Profilbild von Tony Z. Zhao
Tony Z. Zhaovor 2 Jahren

At test time when the robot is autonomous, the backdriving structure and the leader arms can be easily detached. This reduces the robot's footprint by 45% and shaves off 15kg in weight. The robot can reach 65cm to 200cm vertically, and 100cm away from its base.

Profilbild von Tony Z. Zhao
Tony Z. Zhaovor 2 Jahren

We open-source all hardware and software of 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐋𝐎𝐇𝐀: Tutorial: Github: Project Website:

Profilbild von Tony Z. Zhao
Tony Z. Zhaovor 2 Jahren

So, what new skills does 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐋𝐎𝐇𝐀 unlock when controlled by a neural network? Check out 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐋𝐎𝐇𝐀🏄 - Learning from Co-lead @zipengfu !

Profilbild von Cem Gökmen
Cem Gökmenvor 2 Jahren

@zipengfu @chelseabfinn If imitation learning for really fine-grained control is ever going to work well, this is the hardware that's going to make it work - incredible demo! :)

Profilbild von Tony Z. Zhao
Tony Z. Zhaovor 2 Jahren

@zipengfu @chelseabfinn Haha thanks Cem!!

Profilbild von Nick Dobos
Nick Dobosvor 2 Jahren

@zipengfu @chelseabfinn But how did it taste?

Profilbild von Jason Ma
Jason Mavor 2 Jahren

@zipengfu @chelseabfinn Congrats Tony!! Very impressive :)

Profilbild von Tony Z. Zhao
Tony Z. Zhaovor 2 Jahren

@zipengfu @chelseabfinn Thanks Jason!! Was great chatting during CoRL!

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