Matches in SemOpenAlex for { <https://semopenalex.org/work/W2901260666> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W2901260666 abstract "Stress testing in simulation plays a critical role in the validation of safety-critical systems, including aircraft, cars, medical devices, and spacecraft. The analysis of failure events is important in understanding the causes and conditions of failure, informing improvements to the system, and the estimation and categorization of risk. However, stress testing of safety-critical systems can be very challenging. Finding failure events can be difficult due to the size and complexity of the system, interactions with an environment over many time steps, and rarity of failure events. While Monte Carlo sampling is frequently used in practice, it can be very inefficient when the algorithm is undirected. We present adaptive stress testing (AST), an accelerated stress testing method for finding the most likely path to a failure event. Adaptive stress testing formulates stress testing as a sequential decision process and then uses reinforcement learning to optimize it. By using learning during search, the algorithm can automatically discover important parts of the state space and adaptively focus the search. We apply adaptive stress testing to stress test a prototype of next-generation aircraft collision avoidance system in simulated encounters, where we find and analyze the most likely paths to near mid-air collision." @default.
- W2901260666 created "2018-11-29" @default.
- W2901260666 creator A5009341608 @default.
- W2901260666 creator A5025129658 @default.
- W2901260666 creator A5068326377 @default.
- W2901260666 date "2018-11-15" @default.
- W2901260666 modified "2023-10-14" @default.
- W2901260666 title "Adaptive Stress Testing of Safety-Critical Systems" @default.
- W2901260666 cites W1625390266 @default.
- W2901260666 cites W1964123482 @default.
- W2901260666 cites W2126316555 @default.
- W2901260666 cites W2186257572 @default.
- W2901260666 cites W2529804031 @default.
- W2901260666 cites W2564455467 @default.
- W2901260666 cites W2746530958 @default.
- W2901260666 cites W300871591 @default.
- W2901260666 cites W3148740559 @default.
- W2901260666 cites W4254581303 @default.
- W2901260666 doi "https://doi.org/10.1007/978-3-319-97301-2_5" @default.
- W2901260666 hasPublicationYear "2018" @default.
- W2901260666 type Work @default.
- W2901260666 sameAs 2901260666 @default.
- W2901260666 citedByCount "4" @default.
- W2901260666 countsByYear W29012606662020 @default.
- W2901260666 countsByYear W29012606662021 @default.
- W2901260666 crossrefType "book-chapter" @default.
- W2901260666 hasAuthorship W2901260666A5009341608 @default.
- W2901260666 hasAuthorship W2901260666A5025129658 @default.
- W2901260666 hasAuthorship W2901260666A5068326377 @default.
- W2901260666 hasConcept C111919701 @default.
- W2901260666 hasConcept C119857082 @default.
- W2901260666 hasConcept C121332964 @default.
- W2901260666 hasConcept C121704057 @default.
- W2901260666 hasConcept C127413603 @default.
- W2901260666 hasConcept C138885662 @default.
- W2901260666 hasConcept C199360897 @default.
- W2901260666 hasConcept C200601418 @default.
- W2901260666 hasConcept C21036866 @default.
- W2901260666 hasConcept C2779662365 @default.
- W2901260666 hasConcept C38652104 @default.
- W2901260666 hasConcept C41008148 @default.
- W2901260666 hasConcept C41895202 @default.
- W2901260666 hasConcept C62520636 @default.
- W2901260666 hasConcept C7515471 @default.
- W2901260666 hasConcept C98045186 @default.
- W2901260666 hasConceptScore W2901260666C111919701 @default.
- W2901260666 hasConceptScore W2901260666C119857082 @default.
- W2901260666 hasConceptScore W2901260666C121332964 @default.
- W2901260666 hasConceptScore W2901260666C121704057 @default.
- W2901260666 hasConceptScore W2901260666C127413603 @default.
- W2901260666 hasConceptScore W2901260666C138885662 @default.
- W2901260666 hasConceptScore W2901260666C199360897 @default.
- W2901260666 hasConceptScore W2901260666C200601418 @default.
- W2901260666 hasConceptScore W2901260666C21036866 @default.
- W2901260666 hasConceptScore W2901260666C2779662365 @default.
- W2901260666 hasConceptScore W2901260666C38652104 @default.
- W2901260666 hasConceptScore W2901260666C41008148 @default.
- W2901260666 hasConceptScore W2901260666C41895202 @default.
- W2901260666 hasConceptScore W2901260666C62520636 @default.
- W2901260666 hasConceptScore W2901260666C7515471 @default.
- W2901260666 hasConceptScore W2901260666C98045186 @default.
- W2901260666 hasLocation W29012606661 @default.
- W2901260666 hasOpenAccess W2901260666 @default.
- W2901260666 hasPrimaryLocation W29012606661 @default.
- W2901260666 hasRelatedWork W2001230295 @default.
- W2901260666 hasRelatedWork W2075134931 @default.
- W2901260666 hasRelatedWork W2125048611 @default.
- W2901260666 hasRelatedWork W2138145138 @default.
- W2901260666 hasRelatedWork W2383176656 @default.
- W2901260666 hasRelatedWork W2389905902 @default.
- W2901260666 hasRelatedWork W2603635679 @default.
- W2901260666 hasRelatedWork W2902756966 @default.
- W2901260666 hasRelatedWork W2902784918 @default.
- W2901260666 hasRelatedWork W4286559294 @default.
- W2901260666 isParatext "false" @default.
- W2901260666 isRetracted "false" @default.
- W2901260666 magId "2901260666" @default.
- W2901260666 workType "book-chapter" @default.