Compositional policy learning in stochastic control systems with formal guarantees
Reinforcement learning has shown promising results in learning neural network policies for complicated control tasks. However, the lack of formal guarantees about the behavior of such policies remains an impediment to their deployment. We propose a novel method for learning a composition of neural n...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/9031 https://ink.library.smu.edu.sg/context/sis_research/article/10034/viewcontent/13726_compositional_policy_learning_.pdf |
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| Institution: | Singapore Management University |
| Language: | English |