voorstel.bib

The Little Green BATS is the first and so far only Dutch team in the 3D simulation league. We are a

@ARTICLE {barto03,
  author=       "Barto, Andrew G. and Mahadevan, Sridhar",
  title=        "{R}ecent {A}dvances in {H}ierarchical {R}einforcement {L}earning",
  journal=      "{D}iscrete {E}vent {D}ynamic {S}ystems: {T}heory and {A}pplication",
  year=         "2003",
  volume=       "13",
  number=       "4",
  pages=        "341--379"
}

@ARTICLE{ghavamzadeh06,
  author=       "Ghavamzadeh, Mohammed and Mahadevan, Sridhar and Makar, Rajbala",
  title=        "{H}ierarchical {M}ulti-{A}gent {R}einforcement {L}earning",
  journal=      "{J}ournal of {A}utonomous {A}gents and {M}ulti-{A}gent {S}ystems",
  year=         "2006",
  volume=       "13",
  number=       "2",
  pages=        "197--229"
}

@ARTICLE{sutton99,
  author=       "Sutton, Richard S. and Precup, Doina and Singh, Satinder",
  title=        "{B}etween {MDP}s and {S}emi-{MDP}s: {A} {F}ramework for {T}emporal {A}bstraction in {R}einforcement {L}earning",
  journal=      "{A}rtificial {I}ntelligenge",
  year=         "1999",
  volume=       "112",
  pages=        "181--211"
}

@CONFERENCE{mcgovern01,
    author=     "McGovern, Amy and Barto, Andrew G.",
    title=      "{A}utomatic {D}iscovery of {S}ubgoals in {R}einforcement {L}earning using {D}iverse {D}ensity",
    booktitle=  "{P}roc. 18th {I}nternational {C}onf. on {M}achine {L}earning",
    publisher=  "{M}organ {K}aufmann, {S}an {F}rancisco, {CA}",
    pages=      "361--368",
    year=       "2001"
}

@CONFERENCE{bakker04,
  author=       "Bakker, Bram and Schmidhuber, J{\"{u}}rgen",
  title=        "Hierarchical Reinforcement Learning Based on Subgoal Discovery and Subpolicy Specialization",
  booktitle=    "Proceedings of the 8-th Conference on Intelligent Autonomous Systems",
  publisher=    "IAS-8, Amsterdam, The Netherlands",
  pages=        "438--445",
  year=         "2004"
}

@INPROCEEDINGS{parr97,
  author=       "Ronald Parr and Stuart Russell",
  title=        "Reinforcement Learning with Hierarchies of Machines",
  booktitle=    "Advances in Neural Information Processing Systems",
  volume=       "10",
  publisher=    "The {MIT} Press",
  editor=       "Michael I. Jordan and Michael J. Kearns and Sara A. Solla",
  year=         "1997"
}

@ARTICLE{dietterich00,
  author=       "Dietterich, Thomas G.",
  title=        "Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition",
  journal=      "Journal of Artificial Intelligence Research",
  year=         "2000",
  volume=       "13",
  pages=        "227--303"
}

@INPROCEEDINGS{stone01,
    author = "Peter Stone and Richard S. Sutton",
    title = "Scaling Reinforcement Learning toward {RoboCup} Soccer",
    booktitle = "Proc. 18th International Conf. on Machine Learning",
    publisher = "Morgan Kaufmann, San Francisco, CA",
    pages = "537--544",
    year = "2001"
}

@MISC{bats,
  author=       "BATS, Little Green",
  title=        "http://www.littlegreenbats.nl"
};

@MISC{robocup,
  author=       "RoboCup",
  title=        "http://www.robocup.org"
}