Stability verification in stochastic control systems via neural network supermartingales
We consider the problem of formally verifying almost-sure (a.s.) asymptotic stability in discrete-time nonlinear stochastic control systems. While verifying stability in deterministic control systems is extensively studied in the literature, verifying stability in stochastic control systems is an op...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/9077 https://ink.library.smu.edu.sg/context/sis_research/article/10080/viewcontent/20695_13_24708_1_2_20220628__1_.pdf |
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| Institution: | Singapore Management University |
| Language: | English |