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SYSTEMS AND METHODS ENABLING ONLINE ONE-SHOT LEARNING AND GENERALIZATION BY INTELLIGENT SYSTEMS OF TASK-RELEVANT FEATURES AND TRANSFER TO A COHORT OF INTELLIGENT SYSTEMS
SYSTEMS AND METHODS ENABLING ONLINE ONE-SHOT LEARNING AND GENERALIZATION BY INTELLIGENT SYSTEMS OF TASK-RELEVANT FEATURES AND TRANSFER TO A COHORT OF INTELLIGENT SYSTEMS
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机译:通过与任务相关的特征的智能系统进行在线一键学习和通用化,并将其转移到同类系统中的系统和方法
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摘要
An intelligent system, such as an autonomous robot agent, includes systems and methods to learn various aspects about a task in response to instructions received from a human instructor, to apply the instructed knowledge immediately during task performance following the instruction, and to instruct other intelligent systems about the knowledge for performing the task. The learning is accomplished free of training the intelligent system. The instructions from the human instructor may be provided in a natural language format and may include deictic references. The instructions may be received while the intelligent system is online, and may be provided to the intelligent system in one shot, e.g., in a single encounter or transaction with the human instructor.
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