STPA-RL: Integrating Reinforcement Learning into STPA for Loss Scenario Exploration

Experience-based methods like reinforcement learning (RL) are often deemed less suitable for the safety field due to concerns about potential safety issues. To bridge this gap, we introduce STPA-RL, a methodology that integrates RL with System-Theoretic Process Analysis (STPA). STPA is a safety anal...

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Bibliographic Details
Main Authors: Jiyoung Chang, Ryeonggu Kwon, Gihwon Kwon
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/7/2916