Imitate the good and avoid the bad: An incremental approach to safe reinforcement learning
A popular framework for enforcing safe actions in Rein- forcement Learning (RL) is Constrained RL, where trajectory based constraints on expected cost (or other cost measures) are employed to enforce safety and more importantly these constraints are enforced while maximizing expected reward. Most re...
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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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| Online Access: | https://ink.library.smu.edu.sg/sis_research/9622 https://ink.library.smu.edu.sg/context/sis_research/article/10622/viewcontent/29136_Article_Text_33190_1_2_20240324__1_.pdf |
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| Institution: | Singapore Management University |
| Language: | English |