Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax to accelerate computation.
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Updated
Nov 11, 2025 - Jupyter Notebook
Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax to accelerate computation.
Autonomous racing using ILQR and JAX.
CAIL (IROS 2025): constraint-aware behavior cloning with privileged training-time safety supervision for autonomous racing, without an additional safety filter at deployment.
The surgical undo tool, conversation rollback & safety block fixer for Google Antigravity. Undo stuck thinking, tool loops & restore snapshots.
Real-time safety filtering for Vision-Language-Action (VLA) models using Control Barrier Functions (CBF-QP)
Visibility-aware execution-layer safety for decentralized multi-robot exploration under finite-range, limited-FoV sensing.
Geometric reachability-based safety filtering for air traffic control
PPO research on predictive action projection for constrained continuous control, including fixed-geometry and transfer evaluations.
A $C^\infty$-differentiable, $O(1)$ energy-aware safety layer for PyTorch and embedded robotics. Zero solvers, zero crashes, zero battery deaths.
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