图 书 馆
海报聚焦：高级计划的分层技能学习Poster Spotlights: Hierarchical Skill Learning for High-Level Planning |
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| 课程网址: | http://videolectures.net/icml09_macglashan_hslhlp/ |
| 主讲教师: | James MacGlashan |
| 开课单位: | 布朗大学 |
| 开课时间: | 2009-08-26 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We present skill bootstrapping, a proposed new research direction for agent learning and planning that allows an agent to start with low-level primitive actions, and develop skills that can be used for higher-level planning. Skills are developed over the course of solving many different problems in a domain, using reinforcement learning techniques to complement the bene fits and disadvantages of heuristic-search planning. We describe the overall architecture of the proposed approach, discuss how it relates to other work, and give motivating examples for why this approach would be successful. |
| 关 键 词: | 技能引导; 启发式搜索规划; 强化学习技术 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-23：lxf |
| 阅读次数: | 78 |