MECHANICAL, AEROSPACE & CIVIL

Parametric mechanical CAD (CadQuery)

Parametric mechanical CAD (CadQuery) is an OpenEnv-compatible reinforcement learning environment in our Mechanical, Aerospace & Civil catalog. An agent acts through the tools below, and a deterministic verifier scores every episode, so the reward can be used for GRPO or other RLVR post-training.

Task and verification

Create dimensioned plates, flanges, brackets, lids, and spacers from parametric source. Hidden feature probes and artifact reopen checks verify the final solid.

Tools and runtime

CadQuery + OpenCascade + OpenSCAD + STEP/STL

OPENENV / NATIVE CAD

Related Mechanical, Aerospace & Civil gyms

• OpenFOAM CFD aerodynamic optimization
• FreeCAD CAM & CNC toolpath planning
• Structural CAE & FEA analysis
• GNC & orbital mechanics (Orekit)
• Modelica multiphysics modeling
• 2D CAD & DXF drafting automation
• BIM & MEP building systems routing
• Physics & PDE model calibration

See how these environments are run privately on the custom RL environments page, and how their rewards are made hard to game in our verifier design guide.

Plan a training run

Check the environment’s availability, compatible models and compute in Studio. A catalog entry does not guarantee that hosted training is enabled for your workspace.