63 citations · 77 across the 7 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
eess.SY2022★ 63 cited
A Survey on Reinforcement Learning in Aviation Applications
Pouria Razzaghi, Amin Tabrizian, Wei Guo +6
Compared with model-based control and optimization methods, reinforcement learning (RL) provides a data-driven, learning-based framework to formulate and solve sequential decision-…
eess.SY2022
A Verification Framework for Certifying Learning-Based Safety-Critical Aviation Systems
Ali Baheri, Hao Ren, Benjamin Johnson +2
We present a safety verification framework for design-time and run-time assurance of learning-based components in aviation systems. Our proposed framework integrates two novel meth…