图 书 馆
利用机器人科学家的自动化生物学Automating Biology Using Robot Scientists |
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| 课程网址: | http://videolectures.net/aaai2012_king_robot_scientists/ |
| 主讲教师: | Ross D. King |
| 开课单位: | 曼彻斯特大学 |
| 开课时间: | 2012-08-17 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | A robot scientist is a physically implemented robotic system that applies techniques from artificial intelligence to execute cycles of automated scientific experimentation. A Robot Scientist can automatically execute cycles of: hypothesis formation, selection of efficient experiments to discriminate between hypotheses, execution of experiments using laboratory automation equipment, and analysis of results. We developed the robot scientist Adam to investigate yeast functional genomics. Adam is the first time a machine has discovered novel scientific knowledge. This knowledge is described in a formal argument involving over 10,000 different research units that relates Adam's 6.6 million observations to its conclusions. Our new robot scientist Eve applies the same approach to drug design. Eve has efficiently found "lead compounds" for malaria and other neglected tropical diseases. |
| 关 键 词: | 人工智能 ; 计算机科学; 机器人; 生物信息学; 计算系统生物学 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-07-06：heyf |
| 阅读次数: | 58 |