Adaptive Stress Testing: Finding Failure Events with Reinforcement Learning.
Ritchie LeeOle J. MengshoelAnshu SaksenaRyan W. GardnerDaniel GeninJoshua SilbermannMichael P. OwenMykel J. KochenderferPublished in: CoRR (2018)
Keyphrases
- reinforcement learning
- function approximation
- markov decision processes
- component failures
- test cases
- markov decision process
- optimal control
- event detection
- neural network
- learning algorithm
- optimal policy
- state space
- dynamic programming
- social media
- learning process
- multi agent
- temporal difference
- learning capabilities
- failure prediction
- machine learning