Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems

no code implementations • 4 Nov 2020 • Robert J. Moss, Ritchie Lee, Nicholas Visser, Joachim Hochwarth, James G. Lopez, Mykel J. Kochenderfer

To find failure events and their likelihoods in flight-critical systems, we investigate the use of an advanced black-box stress testing approach called adaptive stress testing.

Decision Making Management

Runtime Safety Assurance Using Reinforcement Learning

no code implementations • 20 Oct 2020 • Christopher Lazarus, James G. Lopez, Mykel J. Kochenderfer

The airworthiness and safety of a non-pedigreed autopilot must be verified, but the cost to formally do so can be prohibitive.

reinforcement-learning Reinforcement Learning (RL)