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Compositional Synthesis of Interconnected Stochastic Control Systems based on Finite MDPs

Published: 11 April 2018 Publication History

Abstract

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References

[1]
A. Abate, M. Prandini, J. Lygeros, and S. Sastry, "Probabilistic reachability and safety for controlled discrete time stochastic hybrid systems," Automatica, vol. 44, no. 11, pp. 2724--2734, 2008.
[2]
S. Soudjani, A. Abate, and R. Majumdar, "Dynamic Bayesian networks as formal abstractions of structured stochastic processes," in Proceedings of the 26th International Conference on Concurrency Theory, 2015, pp. 1--14.
[3]
I. Tkachev, A. Mereacre, J.-P. Katoen, and A. Abate, "Quantitative automata-based controller synthesis for non-autonomous stochastic hybrid systems," in Proceedings of the 16th ACM International Conference on Hybrid Systems: Computation and Control, 2013, pp. 293--302.
[4]
A. Lavaei, S. Soudjani, R. Majumdar, and M. Zamani, "Compositional abstractions of interconnected discrete-time stochastic control systems," in Proceedings of the 56th IEEE Conference on Decision and Control, 3551--3556. arXiv: 1709.10312, 2017.
[5]
A. Lavaei, S. Soudjani, and M. Zamani, "Compositional construction of infinite abstractions for networks of stochastic control systems," arXiv: 1801.10505, Jan. 2018.
[6]
A. Lavaei, S. Soudjani, and M. Zamani, "From dissipativity theory to compositional construction of finite Markov decision processes," in Proceedings of the 21st ACM International Conference on Hybrid Systems: Computation and Control, to appear. arXiv: 1712 07793l, 2018.
  1. Compositional Synthesis of Interconnected Stochastic Control Systems based on Finite MDPs

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    cover image ACM Conferences
    HSCC '18: Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (part of CPS Week)
    April 2018
    296 pages
    ISBN:9781450356428
    DOI:10.1145/3178126
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Published: 11 April 2018

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    Author Tags

    1. Compositionality
    2. Finite Markov Decision Processes
    3. Networks of Stochastic Control Systems
    4. Small-Gain Conditions

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