KEG 2019
Knowledge Extraction from Games

Table of Contents

• Preface to the Proceedings of the 2nd Knowledge Extraction from Games Workshop 1
  Matthew Guzdial , Joseph Osborn , Sam Snodgrass
  
• Extracting Policies from Replays to Improve MCTS in Real Time Strategy Games 2 - 8
  Zuozhi Yang , Santiago Ontañón
  
• Extracting CCGs for Plan Recognition in RTS Games 9 - 16
  Pavan Kantharaju , Santiago Ontañón , Christopher Geib
  
• Unsupervised Methods For Subgoal Discovery During Intrinsic Motivation in Model-Free Hierarchical Reinforcement Learning 17 - 25
  Jacob Rafati , David Noelle
  
• Taking the Scenic Route: Automatic Exploration for Videogames 26 - 34
  Zeping Zhan , Batu Aytemiz , Adam M. Smith
  
• Intuitive Rules Design Evaluation Methods and Case Study 35 - 42
  Joseph Alexander Brown , Hamna Aslam , Munir Makhmutov , Giancarlo Succi
  
• Kwiri - What, When, Where and Who: Everything You Ever Wanted to Know About Your Game But Didn't Know How to Ask 43 - 50
  Tiago Machado , Daniel Gopstein , Andy Nealen , Julian Togelius
  
• GenerationMania: Learning to Semantically Choreograph 51 - 57
  Zhiyu Lin , Mark Riedl , Kyle Xiao
  
• Exploring EPCG in The Witness 58 - 63
  Nathan Sturtevant
  
• Clustering Player Strategies from Variable-Length Game Logs in Dominion 64 - 69
  Henry Bendekgey
  
• Strategic Features for General Games 70 - 75
  Cameron Browne , Dennis J. N. J. Soemers , Eric Piette
  
• Discretization of Game Space by Environment Attributes 76 - 80
  Alexander Braylan , Risto Miikkulainen