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Elements of Intelligence: Memory, Communication and Intrinsic Motivation
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| 자료유형 | 학위논문 |
|---|---|
| 서명/저자사항 | Elements of Intelligence: Memory, Communication and Intrinsic Motivation. |
| 개인저자 | Sukhbaatar, Sainbayar. |
| 단체저자명 | New York University. Computer Science. |
| 발행사항 | [S.l.]: New York University., 2018. |
| 발행사항 | Ann Arbor: ProQuest Dissertations & Theses, 2018. |
| 형태사항 | 162 p. |
| 기본자료 저록 | Dissertation Abstracts International 79-12B(E). Dissertation Abstract International |
| ISBN | 9780438171213 |
| 학위논문주기 | Thesis (Ph.D.)--New York University, 2018. |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
Adviser: Rob Fergus. |
| 요약 | Building an intelligent agent that can learn and adapt to its environment has always been a challenging task. This is because intelligence consists of many different elements such as recognition, memory, and planning. In recent years, deep learn |
| 요약 | We start our investigation with memory, an integral part of intelligence that bridges past experience with current decision making. In particular, we focus on the episodic memory, which is responsible for storing our past experiences and recalli |
| 요약 | Another crucial ingredient of intelligence is the capability to communicate with others. In particular, communication is essential for agents participating in a cooperative task, improving their collaboration and division of labor. We investigat |
| 요약 | Lastly, an intelligent agent must have an intrinsic motivation to learn about its environment on its own without any external supervision or rewards. Our investigation led to one such learning strategy where an agent plays a two-role game with i |
| 일반주제명 | Artificial intelligence. Computer science. |
| 언어 | 영어 |
| 바로가기 | 
: 이 자료의 원문은 한국교육학술정보원에서 제공합니다. |
