图 书 馆
高效多电池使用策略的自动构建Automatic Construction of Efficient Multiple Battery Usage Policies |
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| 课程网址: | http://videolectures.net/icaps2011_magazzeni_automatic/ |
| 主讲教师: | Daniele Magazzeni |
| 开课单位: | 基耶蒂佩斯卡拉大学 |
| 开课时间: | 信息不详。欢迎您在右侧留言补充。 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Efficient use of multiple batteries is a practical problem with wide and growing application. The problem can be cast as a planning problem. We describe the approach we have adopted to modelling and solving this problem, seen as a Markov Decision Problem, building effective policies for battery switching in the face of stochastic load profiles. Our solution exploits and adapts several existing techniques from the planning literature and leads to the construction of policies that significantly outperform those that are currently in use and the best published solutions to the battery management problem. We achieve solutions that achieve more than 99\% efficiency compared with the theoretical limit and do so with far fewer battery switches than existing policies. We describe the approach in detail and provide empirical evaluation demonstrating its effectiveness. |
| 关 键 词: | 计算机科学; 人工智能; 规划与调度 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-11-16：cwx |
| 阅读次数: | 49 |