Robot Company uses Nebius for robotics development experiments alongside local GPU work. Its soft-surface picking project trains a robot gripper to lift flat washers from compliant materials. Nebius Serverless AI Jobs run simulated dataset generation, evaluation, material and maneuver optimization, and policy training. A CPU Serverless Endpoint serves the trained grasp-success scorer over HTTPS. Joint material and movement optimization remains work in progress.
For a separate humanoid-motion exercise, Robot Company fine-tuned NVIDIA’s SONIC controller in Isaac Lab. A local RTX 5080 trained the reference motion while a Nebius H100 trained a more demanding variant using 4,096 simulated environments and 500 iterations. The company reports that this parallel setup halved its iteration loop. The cloud job assembled its environment from public images and retrieved a private checkpoint and motion file from object storage.
The repository linked from Robot Company's journal documents Nebius Serverless AI Jobs for simulation data generation, evaluation, material optimization and training. It also describes a CPU Serverless Endpoint serving the trained scorer over HTTPS.
Soft-surface picking implementation19 Oct 2026 · GitHub · Web pageThe repository linked from Robot Company's journal documents Nebius Serverless AI Jobs for simulation data generation, evaluation, material optimization and training. It also describes a CPU Serverless Endpoint serving the trained scorer over HTTPS.
Soft-surface picking with Nebius Serverless AI
19 Oct 2026 · Robot Company · Web page
Robot Company describes moving its soft-surface robot-gripper training to Nebius serverless jobs while its local GPU handles another project.
Soft-surface picking with Nebius Serverless AI19 Oct 2026 · Robot Company · Web pageRobot Company describes moving its soft-surface robot-gripper training to Nebius serverless jobs while its local GPU handles another project.
Exercise: Humanoid training for Ultimate Bots
19 Oct 2026 · Robot Company · Web page
Robot Company reports parallel local and Nebius H100 humanoid-motion training, with 4,096 environments and 500 iterations on Nebius. It reports halving its iteration loop and retrieving training artifacts from object storage.
Exercise: Humanoid training for Ultimate Bots19 Oct 2026 · Robot Company · Web pageRobot Company reports parallel local and Nebius H100 humanoid-motion training, with 4,096 environments and 500 iterations on Nebius. It reports halving its iteration loop and retrieving training artifacts from object storage.
Nebius Serverless AI Builders Challenge winners
18 Aug 2026 · Nebius · Web page
Nebius names David Cox as the robotics special-award winner for the soft-surface picking submission and lists the repository linked from Robot Company's journal.
Nebius Serverless AI Builders Challenge winners18 Aug 2026 · Nebius · Web pageNebius names David Cox as the robotics special-award winner for the soft-surface picking submission and lists the repository linked from Robot Company's journal.
Robot Company provides custom robotics and industrial automation services for manufacturers and workshops. Its work starts with rapid proofs of concept and detailed manufacturing simulations, followed by physical hardware demonstrations and sourcing industrial partners for implementation. Example applications include inspecting small components, mapping surfaces with a mobile robot arm, and exploring wood veneer lamination. The company offers an initial consultation and mock-up simulation to help businesses assess automation opportunities and explain proposed systems to colleagues.
Robot Company provides industrial automation services, manufacturing simulations and hardware proofs for manufacturers and workshops. · Robotics
How they use Nebius AI Cloud
Robot Company uses Nebius for robotics development experiments alongside local GPU work. Its soft-surface picking project trains a robot gripper to lift flat washers from compliant materials. Nebius Serverless AI Jobs run simulated dataset generation, evaluation, material and maneuver optimization, and policy training. A CPU Serverless Endpoint serves the trained grasp-success scorer over HTTPS. Joint material and movement optimization remains work in progress.
For a separate humanoid-motion exercise, Robot Company fine-tuned NVIDIA’s SONIC controller in Isaac Lab. A local RTX 5080 trained the reference motion while a Nebius H100 trained a more demanding variant using 4,096 simulated environments and 500 iterations. The company reports that this parallel setup halved its iteration loop. The cloud job assembled its environment from public images and retrieved a private checkpoint and motion file from object storage.
The repository linked from Robot Company's journal documents Nebius Serverless AI Jobs for simulation data generation, evaluation, material optimization and training. It also describes a CPU Serverless Endpoint serving the trained scorer over HTTPS.
Soft-surface picking implementation19 Oct 2026 · GitHub · Web pageThe repository linked from Robot Company's journal documents Nebius Serverless AI Jobs for simulation data generation, evaluation, material optimization and training. It also describes a CPU Serverless Endpoint serving the trained scorer over HTTPS.
Soft-surface picking with Nebius Serverless AI
19 Oct 2026 · Robot Company · Web page
Robot Company describes moving its soft-surface robot-gripper training to Nebius serverless jobs while its local GPU handles another project.
Soft-surface picking with Nebius Serverless AI19 Oct 2026 · Robot Company · Web pageRobot Company describes moving its soft-surface robot-gripper training to Nebius serverless jobs while its local GPU handles another project.
Exercise: Humanoid training for Ultimate Bots
19 Oct 2026 · Robot Company · Web page
Robot Company reports parallel local and Nebius H100 humanoid-motion training, with 4,096 environments and 500 iterations on Nebius. It reports halving its iteration loop and retrieving training artifacts from object storage.
Exercise: Humanoid training for Ultimate Bots19 Oct 2026 · Robot Company · Web pageRobot Company reports parallel local and Nebius H100 humanoid-motion training, with 4,096 environments and 500 iterations on Nebius. It reports halving its iteration loop and retrieving training artifacts from object storage.
Nebius Serverless AI Builders Challenge winners
18 Aug 2026 · Nebius · Web page
Nebius names David Cox as the robotics special-award winner for the soft-surface picking submission and lists the repository linked from Robot Company's journal.
Nebius Serverless AI Builders Challenge winners18 Aug 2026 · Nebius · Web pageNebius names David Cox as the robotics special-award winner for the soft-surface picking submission and lists the repository linked from Robot Company's journal.
Robot Company provides custom robotics and industrial automation services for manufacturers and workshops. Its work starts with rapid proofs of concept and detailed manufacturing simulations, followed by physical hardware demonstrations and sourcing industrial partners for implementation. Example applications include inspecting small components, mapping surfaces with a mobile robot arm, and exploring wood veneer lamination. The company offers an initial consultation and mock-up simulation to help businesses assess automation opportunities and explain proposed systems to colleagues.
