BriefGPT.xyz
Jan, 2013
具备小型备份的优先扫描规划
Planning by Prioritized Sweeping with Small Backups
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Harm van Seijen, Richard S. Sutton
TL;DR
介绍了一种替代传统规划操作的新型小型备份方法，以提高模型基于强化学习的规划效率，并通过基于小型备份的优先扫描的方法实现了显着的性能改进。
Abstract
Efficient
planning
plays a crucial role in
model-based reinforcement learning
. Traditionally, the main
planning
operation is a full backup
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