- Robostral Navigate is an 8B model for autonomous robot navigation using only a single RGB camera.
- It achieves 76.6% success on unseen R2R-CE benchmarks, outperforming multi-sensor approaches.
- The model combines pointing-based navigation with reinforcement learning for continuous improvement.
- Built entirely in-house with simulation-trained data and token-efficient training techniques.