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AI 2019: Advances in Artificial Intelligence

32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2–5, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Jixue Liu

    1. University of South Australia, Adelaide, Australia

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    You can also search for this editor in PubMed   Google Scholar

  2. James Bailey

    1. The University of Melbourne, Melbourne, Australia

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11919)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: AI 2019.

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Table of contents (48 papers)

  1. Front Matter

    Pages i-xvii
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  2. Game and Multiagent Systems

    1. Front Matter

      Pages 1-1
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    2. The Application of AlphaZero to Wargaming

      • Glennn Moy, Slava Shekh
      Pages 3-14

    3. Helping an Agent Reach a Different Goal by Action Transfer in Reinforcement Learning

      • Yuchen Wang, Fenghui Ren, Minjie Zhang
      Pages 15-27

    4. Predictive Regret-Matching for Cooperating Interceptors to Defeat an Advanced Threat

      • Arvind Rajagopalan, Duong Duc Nguyen, Jijoong Kim
      Pages 28-40

    5. Multi-Minimax: A New AI Paradigm for Simultaneously-Played Multi-player Games

      • Nicolas Perez, B. John Oommen
      Pages 41-53

    6. An Empirical Study of Reward Structures for Actor-Critic Reinforcement Learning in Air Combat Manoeuvring Simulation

      • Budi Kurniawan, Peter Vamplew, Michael Papasimeon, Richard Dazeley, Cameron Foale
      Pages 54-65

    7. Memory-Based Explainable Reinforcement Learning

      • Francisco Cruz, Richard Dazeley, Peter Vamplew
      Pages 66-77

    8. Analysis of Coalition Formation in Cooperative Games Using Crowdsourcing and Machine Learning

      • Yuko Sakurai, Satoshi Oyama
      Pages 78-88

  3. Knowledge Acquisition, Representation, Reasoning

    1. Front Matter

      Pages 89-89
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    2. Exploring Unknown Universes in Probabilistic Relational Models

      • Tanya Braun, Ralf Möller
      Pages 91-103

    3. Efficient Multiple Query Answering in Switched Probabilistic Relational Models

      • Marcel Gehrke, Tanya Braun, Ralf Möller
      Pages 104-116

    4. Finding ALL Answers to OBDA Queries Using Referring Expressions

      • David Toman, Grant Weddell
      Pages 117-129

    5. Constructing CP-Nets from Users Past Selection

      • Reza Khoshkangini, Maria Silvia Pini, Francesca Rossi
      Pages 130-142

    6. An Efficient Solver for Parametrized Difference Revision

      • Aaron Hunter, John Agapeyev
      Pages 143-152

    7. Answering Why-Questions Using Probabilistic Logic Programming

      • Abdus Salam, Rolf Schwitter, Mehmet A. Orgun
      Pages 153-164

    8. DINE: A Framework for Deep Incomplete Network Embedding

      • Ke Hou, Jiaying Liu, Yin Peng, Bo Xu, Ivan Lee, Feng Xia
      Pages 165-176

    9. Predictive Representation Learning in Motif-Based Graph Networks

      • Kaiyuan Zhang, Shuo Yu, Liangtian Wan, Jianxin Li, Feng Xia
      Pages 177-188

  4. Machine Learning and Applications

    1. Front Matter

      Pages 189-189
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    2. Online K-Means Clustering with Lightweight Coresets

      • Jia Shun Low, Zahra Ghafoori, Christopher Leckie
      Pages 191-202
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Other volumes

  1. AI 2019: Advances in Artificial Intelligence

Keywords

About this book

This book constitutes the proceedings of the 32nd Australasian Joint Conference on Artificial Intelligence, AI 2019, held in Adelaide, SA, Australia, in December 2019.

The 48 full papers presented in this volume were carefully reviewed and selected from 115 submissions. The paper were organized in topical sections named: game and multiagent systems; knowledge acquisition, representation, reasoning; machine learning and applications; natural language processing and text analytics; optimization and evolutionary computing; and  image processing.

Editors and Affiliations

  • University of South Australia, Adelaide, Australia

    Jixue Liu

  • The University of Melbourne, Melbourne, Australia

    James Bailey

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