Robot models
AUVs, ROVs, and underwater vehicle assets with thruster and body models
OceanScale
OceanScale accelerates development, testing, validation, and deployment iteration for underwater robots.
Challenge
Underwater robots still learn in the most expensive test environment on earth: the real ocean.
Virtual Ocean
Agents act, state evolves under ocean physics, and sensors return partial observations. OceanScale owns the state: hydrodynamics, ocean fields, robot interfaces, and evaluation — so renderers and policies share one ocean contract.
Actions and setup
AUVs, ROVs, and underwater vehicle assets with thruster and body models
Policy actions, docking, station keeping, waypoint following, and replays
Currents, visibility, terrain, and disturbances that change state evolution
Fossen 6-DOF, grid flow, SPH, MPM, and sparse-volume storage on Newton + Warp
Current fields, turbidity, terrain, and sensor degradation in the same state
Pose, twist, ocean context, and provenance shared by sensors and policies
Vectorized environments for policy search on a single GPU
Observations and evidence
Camera, sonar, DVL, IMU, and pressure streams projected from state
Configured ocean conditions, task settings, and random seeds
Success rate, position error, attitude error, and robustness summaries
Evidence
The public demo uses the checked underwater robot video, poster, and manifest already shipped with the site. The page shows exactly what is proven and avoids unverified sim-to-real claims.
Workflows
The launch site emphasizes workflows where repeatability, scenario variation, and evidence records matter most.
Validate approach and terminal behavior under current, turbidity, and localization error.
Measure position, attitude, and operational stability under disturbance.
Replay pipeline, seabed structure, and terrain-following scenarios.
Evaluate pose control near equipment-like geometry.
Stress navigation policies with low visibility and partial observations.
Re-run simulator conditions, task settings, and seeds for the next evaluation pass.
Contact
For underwater robotics teams evaluating faster development, testing, validation, and deployment iteration, contact the OceanScale team. The public source repository opens when the release gate is ready.