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Safety-Guaranteed, Accelerated Learning in MDPs with Local Side Information
In environments with uncertain dynamics, synthesis of optimal control policies mandates exploration. The applicability of classical learning algorithms to real-world problems is often limited by the number of time steps required for learning the environment model. Given some local side information a...
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| Udgivet i: | Proc Am Control Conf |
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| Main Authors: | , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2020
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7676387/ https://ncbi.nlm.nih.gov/pubmed/33223606 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.23919/acc45564.2020.9147372 |
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