Alexander Koch Profile
Alexander Koch

@alexkoch_ai

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Founder & CEO at Tau Robotics (@taurobots) | Z Fellow | Emergent Ventures Fellow 2024

Palo Alto, CA
Joined April 2019
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@alexkoch_ai
Alexander Koch
10 months
Excited to announce Tau Robotics (@taurobots). We are building a general AI for robots. We start by building millions of robot arms that learn in the real world. In the video, two robot arms are fully autonomous and controlled by a single neural network conditioned on different language instructions (four axes and five axes robot arms). The other two arms are teleoperated. The entire hardware cost in the video is about $1400. The video is at 1.5x speed.
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@alexkoch_ai
Alexander Koch
5 months
We are hiring engineers @taurobots to scale robot learning to millions of robots. If you are experienced in reinforcement/imitation learning or have experience building robots, send me a message.
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@alexkoch_ai
Alexander Koch
8 months
Collecting some data on our robot playground @taurobots
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@alexkoch_ai
Alexander Koch
9 months
@frank_pinnola A few hundred dollars
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@alexkoch_ai
Alexander Koch
9 months
Robots are teleoperated in the video, 1.5x speed
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@alexkoch_ai
Alexander Koch
10 months
@seclink @taurobots The arm design is open source:
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@alexkoch_ai
Alexander Koch
10 months
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@alexkoch_ai
Alexander Koch
10 months
There is now a MuJoCo simulation for the low-cost robot arm. This can be used for testing and reinforcement learning. Contributed by @arbwes.
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@alexkoch_ai
Alexander Koch
10 months
@alexkoch_ai
Alexander Koch
1 year
The learning algorithm is based on ACT from @tonyzzhao. However, it is modified to use language instructions to learn multiple tasks with a single neural network.
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@alexkoch_ai
Alexander Koch
10 months
The $250 open-source robot arm is on the front page of Hacker News currently. Nice discussion at
Tweet media one
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@alexkoch_ai
Alexander Koch
11 months
@thejamesvance @gazorp5 I'll use a learned simulator. The low-cost robot arms make it possible to build a massive robot farm in the real world and collect a dataset to learn a world model.
@alexkoch_ai
Alexander Koch
1 year
Trained a simple world model for my robot arm. It predicts the future over 20000 times faster than real time on a single @nvidia RTX 3090 GPU (128 batch -> 160x faster each).
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@alexkoch_ai
Alexander Koch
11 months
@0xreklaw Maybe they can already. I haven’t tried it yet
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@alexkoch_ai
Alexander Koch
11 months
@gazorp5 Yes, but I’m working on the autonomous execution
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@alexkoch_ai
Alexander Koch
11 months
@YeojMars I've used the Creality Ender 3 V3 SE and the Bambu Lab P1P. The P1P is better but also more expensive.
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@alexkoch_ai
Alexander Koch
11 months
@kenny__shaw The latency is almost 10x lower when connected to a macbook. The U2D2 works fine with Linux. Also see here:
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@alexkoch_ai
Alexander Koch
11 months
@HououinTyouma That's easy to do. But you'll probably have to add one more axis.
@alexkoch_ai
Alexander Koch
1 year
Added more arms. The entire setup is now about $600.
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@alexkoch_ai
Alexander Koch
11 months
The design is inspired by the ALOHA project from @tonyzzhao and the lower-cost version GELLO by @philippswu.
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