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020 ▼a 9780438171213
035 ▼a (MiAaPQ)AAI10750686
035 ▼a (MiAaPQ)nyu:13257
040 ▼a MiAaPQ ▼c MiAaPQ ▼d 248032
0820 ▼a 001.5
1001 ▼a Sukhbaatar, Sainbayar.
24510 ▼a Elements of Intelligence: Memory, Communication and Intrinsic Motivation.
260 ▼a [S.l.] : ▼b New York University., ▼c 2018
260 1 ▼a Ann Arbor : ▼b ProQuest Dissertations & Theses, ▼c 2018
300 ▼a 162 p.
500 ▼a Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
500 ▼a Adviser: Rob Fergus.
5021 ▼a Thesis (Ph.D.)--New York University, 2018.
520 ▼a 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
520 ▼a 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
520 ▼a 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
520 ▼a 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
590 ▼a School code: 0146.
650 4 ▼a Artificial intelligence.
650 4 ▼a Computer science.
690 ▼a 0800
690 ▼a 0984
71020 ▼a New York University. ▼b Computer Science.
7730 ▼t Dissertation Abstracts International ▼g 79-12B(E).
773 ▼t Dissertation Abstract International
790 ▼a 0146
791 ▼a Ph.D.
792 ▼a 2018
793 ▼a English
85640 ▼u http://www.riss.kr/pdu/ddodLink.do?id=T14997123 ▼n KERIS
980 ▼a 201812 ▼f 2019
990 ▼a 관리자