Web Demos

Explore our research through interactive simulations. Open a demo to try it in your browser, or follow the related paper for the method and its assumptions.

Safe RL with Differentiable CVaR preview

Safe RL with Differentiable CVaR

Explore learned risk adaptation and CVaR safety filtering for robot navigation in uncertain crowds.

Backup-Based Safety Filters preview

Backup-Based Safety Filters

Compare Backup CBF, Model Predictive Shielding, and gatekeeper in interactive scenarios.

Distributionally Robust Safety preview

Distributionally Robust Safety

Explore how uncertainty and distributional robustness affect backup-based safety filtering.

VTOL Mode Transition and CBF preview

VTOL Mode Transition and CBF

Explore safety-critical control during quadplane transition and landing maneuvers.

Dual-gatekeeper: Autonomous Racing preview

Dual-gatekeeper: Autonomous Racing

Explore how safe, budget-constrained active learning reduces tire-friction uncertainty during autonomous racing.

Dual-gatekeeper: Drone Navigation preview

Dual-gatekeeper: Drone Navigation

Explore how a quadrotor safely reduces aerodynamic-drag uncertainty while navigating obstacles under an exploration budget.