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Jan, 2019
课程学习中任务排序的优化框架
An Optimization Framework for Task Sequencing in Curriculum Learning
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Francesco Foglino, Matteo Leonetti
TL;DR
本文研究了如何通过选择不同目标函数,使用课程学习在强化学习中优化任务序列,提高初始性能,减少探索过程中的次优动作,并发现更好的策略。
Abstract
curriculum learning
is gaining popularity in (deep)
reinforcement learning
. It can alleviate the burden on data collection and provide better
exp
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