Search Results for author: Jongeui Park

Found 2 papers, 1 papers with code

Quantile Constrained Reinforcement Learning: A Reinforcement Learning Framework Constraining Outage Probability

1 code implementation28 Nov 2022 Whiyoung Jung, Myungsik Cho, Jongeui Park, Youngchul Sung

This paper proposes a framework, named Quantile Constrained RL (QCRL), to constrain the quantile of the distribution of the cumulative sum cost that is a necessary and sufficient condition to satisfy the outage constraint.

reinforcement-learning Reinforcement Learning (RL)

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