Making the Case for Safety of Machine Learning in Highly Automated Driving

Author:

Burton Simon,Gauerhof Lydia,Heinzemann Christian

Publisher

Springer International Publishing

Reference31 articles.

1. Amodei, D., Olah, C., Steinhardt, J., Christiano, P., Schulman, J., Mané, D.: Concrete problems in AI safety. arXiv e-prints, June 2016

2. Attenberg, J., Ipeirotis, P., Provost, F.: Beat the machine: challenging humans to find a predictive model’s “unknown unknowns”. ACM J. Data Inf. Qual. 1(1), 1–17 (2014)

3. Bergenhem, C., Johansson, R., Söderberg, A., Nilsson, J., Tryggvesson, J., Törngren, M., Ursing, S.: How to reach complete safety requirement refinement for autonomous vehicles. Technical report, CARS 2015 - Critical Automotive applications: Robustness & Safety, September 2015, Paris, France (2015)

4. Lecture Notes in Electrical Engineering;A Binder,2016

5. Castelvecchi, D.: Can we open the black box of AI? Nature 538(7623), 20–23 (2016). http://www.nature.com/news/can-we-open-the-black-box-of-ai-1.20731

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