Vol 39 No 1: Spring 2018 | AI Magazine

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Published: 2018-03-27

Letters

Robust Intelligence

Edwina L. Rissland

3
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Editorials

Accentuating the Magazine in AI Magazine

Ashok Goel

4
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Articles

Large-Scale Occupational Skills Normalization for Online Recruitment

Phuong Hoang, Thomas Mahoney, Faizan Javed, Matt McNair

5-14
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Phase Mapper: Accelerating Materials Discovery with AI

Junwen Bai, Yexiang Xue, Johan Bjorck, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes

15-26
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Learning with Weak Supervision from Physics and Data-Driven Constraints

Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon

27-38
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Constructing Temporal Abstractions Autonomously in Reinforcement Learning

Pierre-Luc Bacon, Doina Precup

39-50
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A Retrospective on Mutual Bootstrapping

Ellen Riloff, Rosie Jones

51-61
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Workshop Reports

Report on the Eighth International Conference on Computational Creativity

Alison Pease, Anna Jordanous

62-64
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Research Challenges of Digital Misinformation: Toward a Trustworthy Web

Giovanni Luca Ciampaglia, Alexios Mantzarlis, Gregory Maus, Filippo Menczer

65-74
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Competition Reports

The First microRTS Artificial Intelligence Competition

Santiago Ontañón, Nicolas A. Barriga, Cleyton R. Silva, Rubens O. Moraes, Levi H. S. Lelis

75-83
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The Taboo Challenge Competition

Michael Rovatsos, Dagmar Gromann, Gábor Bella

84-87
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AI in Industry

Holistic Conversational Assistants

Charles L. Ortiz

88-90
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Departments

AAAI News

Carol Hamilton

91-103
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AAAI Conferences Calendar

Managing Editor

104
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