BriefGPT.xyz
Dec, 2023
利用好奇心在连续离线强化学习中实现任务均衡表示
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
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Pankayaraj Pathmanathan, Natalia Díaz-Rodríguez, Javier Del Ser
TL;DR
研究通过使用好奇心重播缓冲区的方法,改进离线多任务连续强化学习,当任务由环境中的非稳定性定义时,这些任务在时间上不是标记的且不均匀地展示给学习者。
Abstract
In this work, we investigate the means of using
curiosity
on
replay buffers
to improve
offline multi-task continual reinforcement learning
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