✈️Paper Published (ADVEI)
- TRUST-UP: Trustworthy reinforcement learning using safe techniques for UAV pursuit
In this study, we proposed a Trustworthy Reinforcement learning Using Safe Techniques for UAV Pursuit (TRUST-UP), which consists of two key components: a safety filter constructed from Control Barrier Functions (CBFs) that transforms unsafe RL actions into provably safe flight commands, and a switching strategy that enhances feasibility while maintaining operational transparency. These components enable trustworthy AI deployment in urban airspace, satisfying technical robustness and transparency requirements for aviation certification.

Trustworthy Reinforcement-learning Using Safe Techniques for UAV Pursuit (TRUST-UP)