SOCKS: A Stochastic Optimal Control and Reachability Toolbox Using Kernel Methods

Author:

Thorpe Adam1,Oishi Meeko1

Affiliation:

1. University Of New Mexico, United States

Funder

NSF

National Science Foundation

NASA University Leadership initiative

Publisher

ACM

Reference57 articles.

1. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org.

2. ARCH-COMP19 Category Report: Stochastic Modelling

3. ARCH-COMP20 Category Report: Stochastic Models

4. Alessandro Abate , HAP Blom , Nathalie Cauchi , Sofie Haesaert , Arnd Hartmanns , Kendra Lesser , Meeko Oishi , Vignesh Sivaramakrishnan , and Sadegh Soudjani . 2018. ARCH-COMP18 Category Report: Stochastic Modelling. EPiC Series in Computing 54 ( 2018 ). Alessandro Abate, HAP Blom, Nathalie Cauchi, Sofie Haesaert, Arnd Hartmanns, Kendra Lesser, Meeko Oishi, Vignesh Sivaramakrishnan, and Sadegh Soudjani. 2018. ARCH-COMP18 Category Report: Stochastic Modelling. EPiC Series in Computing 54 (2018).

5. Probabilistic reachability and safety for controlled discrete time stochastic hybrid systems

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