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Alan Fern: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Alan Fern, Robert Givan, Jeffrey Mark Siskind
    Specific-to-General Learning for Temporal Events. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:152-158 [Conf]
  2. Alan Fern, Jeffrey Mark Siskind, Robert Givan
    Learning Temporal, Relational, Force-Dynamic Event Definitions from Video. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:159-166 [Conf]
  3. Charles Parker, Alan Fern, Prasad Tadepalli
    Gradient Boosting for Sequence Alignment. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  4. Sung Wook Yoon, Alan Fern, Robert Givan
    Learning Measures of Progress for Planning Domains. [Citation Graph (0, 0)][DBLP]
    AAAI, 2005, pp:1217-1222 [Conf]
  5. Alan Fern, Sung Wook Yoon, Robert Givan
    Learning Domain-Specific Control Knowledge from Random Walks. [Citation Graph (0, 0)][DBLP]
    ICAPS, 2004, pp:191-199 [Conf]
  6. Alan Fern, Robert Givan
    Online Ensemble Learning: An Empirical Study. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:279-286 [Conf]
  7. Alan Fern, Robert Givan
    Relational sequential inference with reliable observations. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  8. Sriraam Natarajan, Prasad Tadepalli, Eric Altendorf, Thomas G. Dietterich, Alan Fern, Angelo C. Restificar
    Learning first-order probabilistic models with combining rules. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:609-616 [Conf]
  9. Alan Fern
    A Simple-Transition Model for Relational Sequences. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:696-701 [Conf]
  10. Yuehua Xu, Alan Fern, Sung Wook Yoon
    Discriminative Learning of Beam-Search Heuristics for Planning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:2041-2046 [Conf]
  11. Alan Fern, Sriraam Natarajan, Kshitij Judah, Prasad Tadepalli
    A Decision-Theoretic Model of Assistance. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:1879-1884 [Conf]
  12. Sung Wook Yoon, Alan Fern, Robert Givan
    Using Learned Policies in Heuristic-Search Planning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:2047-2053 [Conf]
  13. Guohua Hao, Alan Fern
    Revisiting Output Coding for Sequential Supervised Learning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:2486-2491 [Conf]
  14. Alan Fern, Sung Wook Yoon, Robert Givan
    Approximate Policy Iteration with a Policy Language Bias. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  15. Sung Wook Yoon, Alan Fern, Robert Givan
    Inductive Policy Selection for First-Order MDPs. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:568-576 [Conf]
  16. Alan Fern, Robert Givan
    Sequential inference with reliable observations: Learning to construct force-dynamic models. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2006, v:170, n:14-15, pp:1081-1100 [Journal]
  17. Alan Fern, Robert Givan, Jeffrey Mark Siskind
    Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2002, v:17, n:, pp:379-449 [Journal]
  18. Alan Fern, Robert Givan, Babak Falsafi, T. N. Vijaykumar
    Dynamic feature selection for hardware prediction. [Citation Graph (0, 0)][DBLP]
    Journal of Systems Architecture, 2006, v:52, n:4, pp:213-234 [Journal]
  19. Alan Fern, Robert Givan
    Online Ensemble Learning: An Empirical Study. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2003, v:53, n:1-2, pp:71-109 [Journal]
  20. Sung Wook Yoon, Alan Fern, Robert Givan
    Learning Heuristic Functions from Relaxed Plans. [Citation Graph (0, 0)][DBLP]
    ICAPS, 2006, pp:162-171 [Conf]
  21. Robin Hess, Alan Fern
    Improved Video Registration using Non-Distinctive Local Image Features. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  22. Yuehua Xu, Alan Fern
    On learning linear ranking functions for beam search. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1047-1054 [Conf]
  23. Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli
    Multi-task reinforcement learning: a hierarchical Bayesian approach. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1015-1022 [Conf]
  24. Charles Parker, Alan Fern, Prasad Tadepalli
    Learning for efficient retrieval of structured data with noisy queries. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:729-736 [Conf]
  25. Sriraam Natarajan, Kshitij Judah, Prasad Tadepalli, Alan Fern
    A Decision-Theoretic Model of Assistance - Evaluation, Extensions and Open Problems. [Citation Graph (0, 0)][DBLP]
    Interaction Challenges for Intelligent Assistants, 2007, pp:90-97 [Conf]
  26. Alan Fern, Sung Wook Yoon, Robert Givan
    Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2006, v:25, n:, pp:75-118 [Journal]

  27. Probabilistic Planning via Determinization in Hindsight. [Citation Graph (, )][DBLP]


  28. Reinforcement Learning for Vulnerability Assessment in Peer-to-Peer Networks. [Citation Graph (, )][DBLP]


  29. Reinforcement Learning Via Practice and Critique Advice. [Citation Graph (, )][DBLP]


  30. Bayesian Policy Search for Multi-Agent Role Discovery. [Citation Graph (, )][DBLP]


  31. Myopic Policies for Budgeted Optimization with Constrained Experiments. [Citation Graph (, )][DBLP]


  32. FF-Replan: A Baseline for Probabilistic Planning. [Citation Graph (, )][DBLP]


  33. Online Planning for Resource Production in Real-Time Strategy Games. [Citation Graph (, )][DBLP]


  34. Lower Bounding Klondike Solitaire with Monte-Carlo Planning. [Citation Graph (, )][DBLP]


  35. Iterative Learning of Weighted Rule Sets for Greedy Search. [Citation Graph (, )][DBLP]


  36. Bayesian role discovery for multi-agent reinforcement learning. [Citation Graph (, )][DBLP]


  37. Discriminatively trained particle filters for complex multi-object tracking. [Citation Graph (, )][DBLP]


  38. Exploiting prior knowledge in Intelligent Assistants - Combining relational models with hierarchies. [Citation Graph (, )][DBLP]


  39. Mixture-of-Parts Pictorial Structures for Objects with Variable Part Sets. [Citation Graph (, )][DBLP]


  40. Wireless Video Streaming with Collaborative Admission Control for Home Networks. [Citation Graph (, )][DBLP]


  41. UCT for Tactical Assault Planning in Real-Time Strategy Games. [Citation Graph (, )][DBLP]


  42. A Relational Hierarchical Model for Decision-Theoretic Assistance. [Citation Graph (, )][DBLP]


  43. Incorporating Domain Models into Bayesian Optimization for RL. [Citation Graph (, )][DBLP]


  44. Q-learning for opportunistic spectrum access. [Citation Graph (, )][DBLP]


  45. Learning first-order probabilistic models with combining rules. [Citation Graph (, )][DBLP]


  46. A Penalty-Logic Simple-Transition Model for Structured Sequences. [Citation Graph (, )][DBLP]


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