Learn a neural network control barrier function subject to safety constraints composited by logical operations.
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Updated
Oct 17, 2025 - Python
Learn a neural network control barrier function subject to safety constraints composited by logical operations.
TTCBF: A Truncated Taylor Control Barrier Function for High-Order Safety Constraints
OcclusionCBF: A safety filter for robot navigation with potentially hidden dynamic obstacles
Learner-Verifier Framework for formal synthesis of Control Barrier Functions (CBF).
SAFIRL: Shielded RL with CBF/MPC on Franka-MuJoCo - reproducible training/evaluation, STL-based verification, benchmarks, Docker/CI.
Context-conditioned safety critic for diffusion-based visual navigation
Second-order probabilistic safety barrier certificates with a ten-robot online RL baseline
Safety simulation, ROS 2 integration, and STM32 firmware for a vision-guided differential-drive robot
World-first unified MCP gateway + Control Barrier Function (CBF-QP) safety engine for agentic robotics.
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