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Reinforcement Learning in Healthcare
This chapter presents Reinforcement Learning (RL) based solutions for healthcare, highlighting its transformative potential across various domains. These studies commence by examining the utility of RL in precision medicine to showcase its ability to tailor treatment plans to individual patient profiles for optimal outcomes.Fiorino, Mario +2 more
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Deep Reinforcement Learning for Autonomous Driving: A Survey
IEEE Transactions on Intelligent Transportation Systems, 2022Patrick Mannion +2 more
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Transfer Learning in Deep Reinforcement Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023Anil Jain, Zhuangdi Zhu, Kaixiang Lin
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Leveraging Deep Reinforcement Learning for Traffic Engineering: A Survey
IEEE Communications Surveys and Tutorials, 2021Yang Xiao, Nirwan Ansari
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Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial
IEEE Communications Surveys and Tutorials, 2021Ekram Hossain
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Deep Reinforcement Learning Verification: A Survey
ACM Computing Surveys, 2023Afsaneh Doryab, Matthew Landers
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Teaching Reinforcement Learning Agents via Reinforcement Learning
2023 57th Annual Conference on Information Sciences and Systems (CISS), 2023Kun Yang 0011 +2 more
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Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey
IEEE Transactions on Intelligent Transportation Systems, 2022Yasin Yilmaz +2 more
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