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Mar, 2020
强化学习领域的课程学习: 框架与综述
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey
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Sanmit Narvekar, Bei Peng, Matteo Leonetti, Jivko Sinapov, Matthew E. Taylor...
TL;DR
本文提出了强化学习中的课程学习框架,并使用此框架对现有的课程学习方法进行分类和研究,以找出未解决的问题并提出未来研究的方向。
Abstract
reinforcement learning
(RL) is a popular paradigm for addressing
sequential decision tasks
in which the agent has only limited environmental feedback. Despite many advances over the past three decades, learning i
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