A learner-verifier framework for neural network controllers and certificates of stochastic systems
Reinforcement learning has received much attention for learning controllers of deterministic systems. We consider a learner-verifer framework for stochastic control systems and survey recent methods that formally guarantee a conjunction of reachability and safety properties. Given a property and a l...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/9058 https://ink.library.smu.edu.sg/context/sis_research/article/10061/viewcontent/978_3_031_30823_9.pdf |
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| Institution: | Singapore Management University |
| Language: | English |