Playing the Imitation Game With Deep Learning

被引:1
|
作者
Lipton, Zachary C.
Elkan, Charles
机构
关键词
D O I
10.1109/MSPEC.2016.7419799
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Besides the overpowering bouquet of raspberries in this guy's beer, this review is remarkable for another reason. It was produced by a computer program instructed to hallucinate a review for a »fruit/vegetable beer.» Using a powerful artificial-intelligence tool called a recurrent neural network, the software that produced this passage isn't even programmed to know what words are, much less to obey the rules of English syntax. Yet, by mining the patterns in reviews from the barflies at BeerAdvocate. com, the program learns how to generate similarly coherent (or incoherent) reviews. © 1964-2012 IEEE.
引用
收藏
页码:40 / 45
页数:6
相关论文
共 50 条
  • [31] Learning on paper: Diagrams and discovery in game playing
    Epstein, SL
    Keibel, JH
    [J]. DIAGRAMMATIC REPRESENTATION AND INFERENCE, 2002, 2317 : 31 - 45
  • [32] Learning history by playing a mobile city game
    Huizenga, Jantina
    Admiraal, Wilfried
    Akkerman, Sanne
    ten Dam, Geert
    [J]. PROCEEDINGS OF THE EUROPEAN CONFERENCE ON GAMES-BASED LEARNIN G, 2007, : 127 - +
  • [33] Recent advances in machine learning and game playing
    Furnkranz, Johannes
    [J]. OGAI Journal (Oesterreichische Gesellschaft fuer Artificial Intelligence), 2007, 26 (02): : 19 - 28
  • [34] Learning by playing - how to create the perfect learning game for and with optics
    Haist, Tobias
    Burla, Avinash
    [J]. OPTICS EDUCATION AND OUTREACH, 2010, 7783
  • [35] Learning for a robot: Deep reinforcement learning, imitation learning, transfer learning
    Hua, Jiang
    Zeng, Liangcai
    Li, Gongfa
    Ju, Zhaojie
    [J]. Sensors (Switzerland), 2021, 21 (04): : 1 - 21
  • [36] Learning for a Robot: Deep Reinforcement Learning, Imitation Learning, Transfer Learning
    Hua, Jiang
    Zeng, Liangcai
    Li, Gongfa
    Ju, Zhaojie
    [J]. SENSORS, 2021, 21 (04) : 1 - 21
  • [37] Seeing How It Sounds: Observation, Imitation, and Improved Learning in Piano Playing
    Simones, Lilian
    Rodger, Matthew
    Schroeder, Franziska
    [J]. COGNITION AND INSTRUCTION, 2017, 35 (02) : 125 - 140
  • [38] The imitation game
    Bishop, Mark
    [J]. KYBERNETES, 2010, 39 (03) : 398 - 402
  • [39] THE IMITATION GAME
    Saler, Michael
    [J]. TLS-THE TIMES LITERARY SUPPLEMENT, 2014, (5825): : 18 - 18
  • [40] The Imitation Game
    Fuller, Graham
    [J]. FILM COMMENT, 2014, 50 (06) : 68 - 68