图 书 馆
蒙特卡洛规划：基本原则和最新进展Monte-Carlo Planning: Basic Principles and Recent Progress |
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| 课程网址: | http://videolectures.net/icaps2010_fern_mcpbprp/ |
| 主讲教师: | Alan Fern |
| 开课单位: | 俄勒冈州立大学 |
| 开课时间: | 2010-11-15 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Many planning applications are difficult to model in standard domain description languages. However, with out the limitations of a particular language, it is often possible to obtain or construct an exact or approximate simulator of the application domain. Monte-Carlo planning is an area that studies algorithms for sequential decision making when such a simulator is available. In recent years, advances in Monte-Carlo planning have lead to significant advances in applications ranging from computer networking, to real-time strategy games, to computer Go. This tutorial will cover the basic principles and theory underlying Monte-Carlo planning and also the recent advances. Emphasis will be placed on practical approaches with illustrating applications. The tutorial will start from first principles and will not assume prior knowledge of Monte-Carlo techniques. |
| 关 键 词: | 标准域; 描述语言; 计算机网络 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-16：lxf |
| 阅读次数: | 132 |