Armnet
About
About Armnet
Armnet provides remote execution on a shared farm of physical robot arms. A researcher packages a policy, dependencies and evaluation code in a Docker container, then launches the workload through a Python interface. Armnet schedules the run on connected hardware and returns the recorded observations, actions and results, removing the need to maintain a local robot, camera setup and reset process.
ArmnetBench v0.1 uses parallel SO-101 arms to demonstrate repeatable real-world evaluation of manipulation policies. Multiple identical stations allow policies to be tested across physical variation and more episodes than a single laboratory rig can support. The service therefore sits between simulation and customer-owned deployment: developers retain control of their software environment while Armnet supplies standardised hardware access, execution and experiment records.
Research
- Armnet releases ArmnetBench v0.1
2026-07-20 - Research Publication - The benchmark evaluates seven policy families across eight single-arm and four bimanual tasks. Its core release contains 2,518 policy rollouts and 600 human-reference demonstrations with three-way outcome labels. Armnet published the benchmark report, datasets and repository for reproducible inspection and reuse.
Source
Timeline
Events
- 2026-07-20 - Research Publication - Armnet releases ArmnetBench v0.1
The benchmark evaluates seven policy families across eight single-arm and four bimanual tasks. Its core release contains 2,518 policy rollouts and 600 human-reference demonstrations with three-way outcome labels. Armnet published the benchmark report, datasets and repository for reproducible inspection and reuse.
Source - 2026-06-22 - Market Signal - Armnet publicly introduces its cloud robot-arm farm
The team described Armnet as an always-on arm farm being built for open access by physical-AI researchers. The stated aim was to reduce time spent configuring, maintaining and resetting local robot hardware. The announcement named Ville Kuosmanen and Praveen Selvaraj as the people building the platform.
Source
Context
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Context tags
- Robotics development platform - Stack Layer - Reviewed July 15, 2026 against the company overview and structured profile evidence: robotics development platform.
- Robot development platforms - Stack Layer - Reviewed July 15, 2026 against the company overview and structured profile evidence: robot development platforms.