Articles with "aware reinforcement" as a keyword



Confidence-Aware Reinforcement Learning for Self-Driving Cars

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Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2021.3069497

Abstract: Reinforcement learning (RL) can be used to design smart driving policies in complex situations where traditional methods cannot. However, they are frequently black-box in nature, and the resulting policy may perform poorly, including in scenarios… read more here.

Keywords: reinforcement learning; confidence; aware reinforcement; policy ... See more keywords