ALOHA
Based on published sources · Not tested by us ·
Overview
A four-arm bimanual teleoperation and demonstration-recording system with a separate learning stack. [S001]
This ALOHA repository provides teleoperation and data collection for four arms and four cameras. The hardware assembly tutorial is a separate document, and training imitation-learning models requires the separate ACT project. Copying this repository alone does not preserve a complete robot build or learning environment. [S001]
The upstream guide calls for at least six USB 3 ports: four direct connections for the robots and two for cameras. It reports unstable multi-arm connections on some hosts, rejects hubs and extensions for the robot links, and limits cameras to two per hub. These are practical host-selection constraints even before training compute is considered. [S001]
Follow the device-identity section when planning the setup: fixed aliases distinguish left/right leader and follower arms and the four cameras. The pinned guide reports Ubuntu 18.04 and 20.04 with ROS 1 Noetic and specifies a Python 3.8.10 Conda environment; these historical combinations have not been reproduced here. ROS 2 compatibility is described as ongoing work. Interbotix software is another required external dependency, including a documented change to its arm.py file to avoid forward-kinematics computation delaying teleoperation; see the upstream software-installation section before freezing that dependency. It also warns that torque-off arms can collapse because the joints have no automatically engaged brakes. [S001]
The software is MIT-licensed; that does not establish rights to manufacture every purchased arm component. Current full-setup cost, dependency compatibility and our support effort remain unknown. We have not run teleoperation, recorded an episode or tested this hardware. [S003]
Specifications
| Detail | Description |
|---|---|
| Type | Two leader arms and two follower arms Reported by source [S001] · Checked 2026-09-30 |
| Intended users | Robot-learning labs with Interbotix and ROS experience Editorial assessment [S001] · Checked 2026-09-30 |
| Assembly | Not known |
| Calibration | Not known |
| Operating system | Not known |
| Computer needed | Upstream calls for at least six USB 3 ports: four direct robot connections and two camera connections. Reported by source [S001] · Checked 2026-09-30 |
Cost
No current, complete configuration-specific build cost has been established for this profile.
Source files and licenses
Available project sources support research coverage; complete build and commercial qualification remain separate.
| Layer | Availability / license |
|---|---|
| mechanical design | not found · License not fully assessed No complete artifact for this layer established in the inspected primary repository overview and archive inventory. External component/dependency sources require separate collection; this is not a claim of closed source. [S001] [S004] |
| electronics | not found · License not fully assessed No complete artifact for this layer established in the inspected primary repository overview and archive inventory. External component/dependency sources require separate collection; this is not a claim of closed source. [S001] [S004] |
| firmware | not found · License not fully assessed No complete artifact for this layer established in the inspected primary repository overview and archive inventory. External component/dependency sources require separate collection; this is not a claim of closed source. [S001] [S004] |
| software | available · MIT Teleoperation and collection software only; external ACT, ROS and robot components have separate terms. [S001] [S004] [S003] |
| documentation | available · MIT Repository documentation; linked hardware tutorial remains a separate artifact. [S001] [S004] [S003] |
This profile covers the described physical configuration and control route without a particular learned policy or dataset.
References
Links identify the documentation and revisions used in this profile. Access dates record when each source was retrieved.
- S001 · tonyzhaozh / project contributors
Upstream project overview
Accessed 2026-09-30 · README.mdSource notes
Source text inspected for the cited scoped claims; see profile claim notes.
- S002 · tonyzhaozh / project contributors
Repository revision and release metadata
Accessed 2026-09-30 · 06369f03cd8e0a47e16d3a90167853fd33af7557Source notes
Source text inspected for the cited scoped claims; see profile claim notes.
- S003 · tonyzhaozh / project contributors
Repository license
Accessed 2026-09-30 · LICENSESource notes
Source text inspected for the cited scoped claims; see profile claim notes.
- S004 · tonyzhaozh / project contributors
Pinned repository artifact inventory
Accessed 2026-09-30 · 06369f03cd8e0a47e16d3a90167853fd33af7557 archive file inventorySource notes
Source text inspected for the cited scoped claims; see profile claim notes.
Correction guidance · Discussion is not enabled · Profile format 0.5.0-draft.1
Change history
September 29, 2026 — First research profile published.