MECHANICAL, AEROSPACE & CIVIL

FreeCAD CAM & CNC toolpath planning

FreeCAD CAM & CNC toolpath planning 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

Plan facing, pockets, drilling, slots, contours, and fixture-safe moves for 6061-T6. Posted G-code is reparsed and swept for collisions, tool limits, finished geometry, and cycle time.

Tools and runtime

3-axis milling + ISO 6983 G-code + FreeCAD/OpenCascade

OPENENV / FREECAD

Related Mechanical, Aerospace & Civil gyms

• OpenFOAM CFD aerodynamic optimization
• Parametric mechanical CAD (CadQuery)
• 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.