What's Next for AI in Games?
Papers from the 2017 AAAI Workshop
Nathan R. Sturtevant, Aaron Isaksen, Julian Togelius, Jichen Zhu, Organizers
AAAI Technical Report WS-17-15
This technical report was published as part of The Workshops of the Thirty-First AAAI Conference on Artificial Intelligence: Technical Reports WS-17-01 – WS-17-15 by The AAAI Press, Palo Alto, California
Contents
Multi-Focus Attention Network for Efficient Deep Reinforcement Learning
Jinyoung Choi, Beom-Jin Lee, Byoung-Tak Zhang
AI as Evaluator: Search Driven Playtesting of Modern Board Games
Fernando De Mesentier Silva, Scott Lee, Julian Togelius, Andy Nealen
Depth in Strategic Games
Frank Lantz, Aaron Isaksen, Alexander Jaffe, Andy Nealen, Julian Togelius
Ethical Considerations for Player Modeling
Benedikte Mikkelsen, Christoffer Holmgård, Julian Togelius
Clyde: A Deep Reinforcement Learning DOOM Playing Agent
Dino Stephen Ratcliffe, Sam Devlin, Udo Kruschwitz, Luca Citi
What Does That ?-Block Do? Learning Latent Causal Affordances From Mario Play Traces
Adam Summerville, Morteza Behrooz, Michael Mateas, Arnav Jhala
Exploring Efficient Strategies for Minesweeper
Jinzheng Tu, Tianhong Li, Shiteng Chen, Chong Zu, Zhaoquan Gu
Towards Automatically Extracting Story Graphs from Natural Language Stories
Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
Rewards Structure in Games: Learning a Compact Representation for Action Space
Margot Lisa-Jing Yann, Yves Lesperance, Aijun An
Formalizing Anthropomorphism Through Games: A Study in Deep Neural Networks
Martin A. Zinkevich, Dale Schuurmans
Back to the Past: Ancient Games as a New AI Frontier
Cameron Browne
Cognitively-Grounded Procedural Content Generation
Rogelio Enrique Cardona-Rivera
Bridging the Gap Between Computational Narrative and Natural Language Processing
Santiago Ontañón, Josep Valls-Vargas, Jichen Zhu
Against Forward Models
Joseph Carter Osborn, Michael Mateas
AI for Game Spectators: Rise of PPG
Ruck Thawonmas, Tomohiro Harada
AI and Multiplayer Games
Alexander Zook
AAAI Digital Library
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