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Jan, 2019
深度强化学习代理的进化策划课程学习
Evolutionarily-Curated Curriculum Learning for Deep Reinforcement Learning Agents
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Michael Cerny Green, Benjamin Sergent, Pushyami Shandilya, Vibhor Kumar
TL;DR
本文提出了一个针对深度强化学习代理的新的训练循环,采用进化生成器进行进化过程生成来构建训练课程,结果表明相较于没有导向的输入,进化课程的训练优化和泛化能力均有所提高。
Abstract
In this paper we propose a new training loop for
deep reinforcement learning
agents with an
evolutionary generator
. Evolutionary
procedural conte
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