Publications

• Learning Linear Ranking Functions for Beam Search with Application to Planning
  Yuehua Xu, Alan Fern and Sungwook Yoon, to appear JMLR, 2009 <pdf>
  
• Factored Envisioning
  Johan De Kleer, Kenneth D. Forbus, Tom Hinrichs, Sungwook Yoon and Eric K. Jones, to appear QR 2009. <pdf>
  
• Learning Probabilistic Hierarchical Task Networks to Capture User Preferences
  Nan Li, Subbarao Kambhampati & Sungwook Yoon, IJCAI 2009. <pdf>
  
• An Ensemble Learning and Problem Solving Architecture for Airspace Management
  Xiaoqin (Shelley) Zhang , Sungwook Yoon , Phillip DiBona , Darren Scott Appling , Li Ding , Janardhan Rao Doppa , Derek Green , Jinhong K. Guo , Ugur Kuter , Geoff Levine , Reid L. MacTavish , Daniel McFarlane , James R Michaelis , Hala Mostafa11 , Santiago Ontanon , Charles Parker , Jainarayan Radhakrishnan , Antons Rebguns , Bhavesh Shrestha , Zhexuan Song , Ethan B. Trewhitt , Huzaifa Zafar , Chongjie Zhang , Dan Corkill , Gerald DeJong , Thomas G. Dietterich , Subbarao Kambhampati , Victor Lesser , Deborah L. McGuinness , Ashwin Ram , Diana Spears , Prasad Tadepalli , Elizabeth T. Whitaker , Weng-Keen Wong to appear IAAI '09<pdf>
  This could be record number of authors for IAAI :)
  
  
  
• An Online Learning Method for Improving Over-subscription Planning
  Sungwook Yoon, J. Benton, Subbarao Kambhampati
  to appear ICAPS '08<pdf>
  
• Probabilistic Planning via Determinization in Hindsight
  Sungwook Yoon, Alan Fern, Subbarao Kambhampati and Robert Givan
  to appear AAAI '08 <pdf>
  
• Learning Control Knowledge For Forward Search Planning
  Sungwook Yoon, Alan Fern and Robert Givan
  JMLR, 9 (APR), 683--718, 2008
  
• FF-Replan: A Baseline for Probabilistic Planning
  Sungwook Yoon, Alan Fern and Robert Givan
  to appear ICAPS '07 <pdf> 
  
• Using Learned Policies in Heuristic-Search Planning
  Sungwook Yoon, Alan Fern and Robert Givan
  to appear IJCAI '07 <pdf> 
  
• Discriminative Learning of Beam-Search Heuristics for Planning
  Yuehua Xu, Alan Fern and Sungwook Yoon
  to appear IJCAI '07<pdf> 
  
• Learning Heuristic Functions from Relaxed Plans
  Sungwook Yoon, Alan Fern and Robert Givan
  to appear ICAPS '06 <pdf>
  
• Approximate Policy Iteration with a Policy Language Bias: Learning to Solve Relational Markov Decision Processes
  Alan Fern and Sungwook Yoon and Robert Givan
  JAIR, 25, 85-118, 2006
  
• Learning Measures of Progresss for Planning Domains
  Sungwook Yoon, Alan Fern and Robert Givan
  to appear AAAI '05 <pdf>
  
• Learning Domain-Specific Control Knowledge from Random Walks
  Alan Fern and Sungwook Yoon and Robert Givan
  to appear ICAPS '04 <pdf>
  
• Approximate Policy Iteration with a Policy Language Bias
  Alan Fern and Sungwook Yoon and Robert Givan
  to appear NIPS '03 <pdf>
  
• Inductive Policy Selection for First-Order MDPs
  Sungwook Yoon, Alan Fern and Robert Givan
  to appear UAI '02 <pdf>
  

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