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XM9ezEtLTE5fSwKICAgIHllYXI9ezIwMjN9LAogICAgcHVibGlzaGVyPXtTcHJpbmdlcn0KfQoKJSBUbyBiZSBwdWJsaXNoZWQ6IHRicAoKJSBTdWJtaXR0ZWQKCgpAaW5wcm9jZWVkaW5nc3tkZW1pcjIwMTlkeW5hbWljLAogICAga2V5d29yZHMgPSB7c3VifSwKICAgIHRpdGxlPXtEeW5hbWljIFJld2FyZCBTaGFwaW5nIHRocm91Z2ggTGFuZG1hcmtzIGZvciBSZWluZm9yY2VtZW50IExlYXJuaW5nIHdpdGggSGlkZGVuIFN0YXRlc30sCiAgICBhdXRob3I9e0RlbWlyLCBBbHBlciBhbmQge1xje0N9fWlsZGVuLCBFcmtpbiBhbmQgUG9sYXQsIEZhcnVrfSwKICAgIHllYXI9ezIwMTl9Cn0KCg==\">\n 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In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-learningwhattomemorizeusingintrinsicmotivationtoformusefulmemoryinpartiallyobservablereinforcementlearning-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Learning what to memorize: Using intrinsic motivation to form useful memory in partially observable reinforcement learning.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Applied Intelligence</i>,1–19.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-learningwhattomemorizeusingintrinsicmotivationtoformusefulmemoryinpartiallyobservablereinforcementlearning-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-learningwhattomemorizeusingintrinsicmotivationtoformusefulmemoryinpartiallyobservablereinforcementlearning-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{demir2023learning,\n    keywords = {pub},\n    title={Learning what to memorize: Using intrinsic motivation to form useful memory in partially observable reinforcement learning},\n    author={Demir, Alper},\n    journal={Applied Intelligence},\n    pages={1--19},\n    year={2023},\n    publisher={Springer}\n}\n\n% To be published: tbp\n\n% Submitted\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-ilden-polat-landmarkbasedguidanceforreinforcementlearningagentsunderpartialobservability-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>, Çilden, E.,  &amp; Polat, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Landmark based guidance for reinforcement learning agents under partial observability.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>International Journal of Machine Learning and Cybernetics</i>,1–21.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-ilden-polat-landmarkbasedguidanceforreinforcementlearningagentsunderpartialobservability-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-ilden-polat-landmarkbasedguidanceforreinforcementlearningagentsunderpartialobservability-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{demir2022landmark,\n    keywords = {pub},\n    title={Landmark based guidance for reinforcement learning agents under partial observability},\n    author={Demir, Alper and {\\c{C}}ilden, Erkin and Polat, Faruk},\n    journal={International Journal of Machine Learning and Cybernetics},\n    pages={1--21},\n    year={2022},\n    publisher={Springer}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"dilek-ouz-demir-behaviouranalysisofizmirresidentsusingpublicwifiaccesspointusage-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Dilek, İ., Oğuz, K.,  &amp; <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Behaviour Analysis of Izmir Residents Using Public Wi-Fi Access Point Usage.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2022 3rd International Informatics and Software Engineering Conference (IISEC)</i>, pages 1–6,  2022. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dilek-ouz-demir-behaviouranalysisofizmirresidentsusingpublicwifiaccesspointusage-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('dilek-ouz-demir-behaviouranalysisofizmirresidentsusingpublicwifiaccesspointusage-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{dilek2022behaviour,\n    keywords = {pub},\n    title={Behaviour Analysis of Izmir Residents Using Public Wi-Fi Access Point Usage},\n    author={Dilek, {\\.I}layda and O{\\u{g}}uz, Kaya and Demir, Alper},\n    booktitle={2022 3rd International Informatics and Software Engineering Conference (IISEC)},\n    pages={1--6},\n    year={2022},\n    organization={IEEE}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-ilden-polat-generatingeffectiveinitiationsetsforsubgoaldrivenoptions-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>, Çilden, E.,  &amp; Polat, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Generating Effective Initiation Sets for Subgoal-Driven Options.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Advances in Complex Systems</i>, 22(2).  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1142/S0219525919500012\"\n     onclick=\"log_download('demir-ilden-polat-generatingeffectiveinitiationsetsforsubgoaldrivenoptions-2019', 'http://doi.org/10.1142/S0219525919500012', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-ilden-polat-generatingeffectiveinitiationsetsforsubgoaldrivenoptions-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-ilden-polat-generatingeffectiveinitiationsetsforsubgoaldrivenoptions-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{demir2019generating,\n    keywords = {pub},\n    title={Generating Effective Initiation Sets for Subgoal-Driven Options},\n    author={Demir, Alper and {\\c{C}}ilden, Erkin and Polat, Faruk},\n    journal={Advances in Complex Systems},\n    volume={22},\n    number= {2},\n    year={2019},\n    doi={10.1142/S0219525919500012},\n    publisher={World Scientific}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-ilden-polat-landmarkbasedrewardshapinginreinforcementlearningwithhiddenstates-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>, Çilden, E.,  &amp; Polat, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dl.acm.org/citation.cfm?id=3306127.3331964\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-ilden-polat-landmarkbasedrewardshapinginreinforcementlearningwithhiddenstates-2019', 'http://dl.acm.org/citation.cfm?id=3306127.3331964', event);\">\n    Landmark Based Reward Shaping in Rein-forcement Learning with Hidden States.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems</i>, of <i>AAMAS '19</i>, pages 1922–1924,  2019. Int. Foundation for Autonomous Agents and Multiagent Systems\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dl.acm.org/citation.cfm?id=3306127.3331964\"\n     onclick=\"log_download('demir-ilden-polat-landmarkbasedrewardshapinginreinforcementlearningwithhiddenstates-2019', 'http://dl.acm.org/citation.cfm?id=3306127.3331964', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Landmark Based Reward Shaping in Rein-forcement Learning with Hidden States [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-ilden-polat-landmarkbasedrewardshapinginreinforcementlearningwithhiddenstates-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-ilden-polat-landmarkbasedrewardshapinginreinforcementlearningwithhiddenstates-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{demir2019landmark,\n    keywords = {pub},\n    title = {Landmark Based Reward Shaping in Rein-forcement Learning with Hidden States},\n    author = {Demir, Alper and \\c{C}ilden, Erkin and Polat, Faruk},\n    booktitle = {Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems},\n    series = {AAMAS &#x27;19},\n    year = {2019},\n    isbn = {978-1-4503-6309-9},\n    %location = {Montreal QC, Canada},\n    pages = {1922--1924},\n    numpages = {3},\n    url = {http://dl.acm.org/citation.cfm?id=3306127.3331964},\n    acmid = {3331964},\n    publisher = {Int. Foundation for Autonomous Agents and Multiagent Systems},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-ilden-polat-automaticlandmarkdiscoveryforlearningagentsunderpartialobservability-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>, Çilden, E.,  &amp; Polat, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Automatic landmark discovery for learning agents under partial observability.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>The Knowledge Engineering Review</i>, 34.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1017/S026988891900002X\"\n     onclick=\"log_download('demir-ilden-polat-automaticlandmarkdiscoveryforlearningagentsunderpartialobservability-2019', 'http://doi.org/10.1017/S026988891900002X', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-ilden-polat-automaticlandmarkdiscoveryforlearningagentsunderpartialobservability-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-ilden-polat-automaticlandmarkdiscoveryforlearningagentsunderpartialobservability-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{demir2019automatic,\n    keywords = {pub},\n    title={Automatic landmark discovery for learning agents under partial observability},\n    author={Demir, Alper and {\\c{C}}ilden, Erkin and Polat, Faruk},\n    journal={The Knowledge Engineering Review},\n    volume={34},\n    year={2019},\n    doi={10.1017/S026988891900002X},\n    publisher={Cambridge University Press}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-ilden-polat-dynamicrewardshapingthroughlandmarksforreinforcementlearningwithhiddenstates-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>, Çilden, E.,  &amp; Polat, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Dynamic Reward Shaping through Landmarks for Reinforcement Learning with Hidden States.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-ilden-polat-dynamicrewardshapingthroughlandmarksforreinforcementlearningwithhiddenstates-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-ilden-polat-dynamicrewardshapingthroughlandmarksforreinforcementlearningwithhiddenstates-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{demir2019dynamic,\n    keywords = {sub},\n    title={Dynamic Reward Shaping through Landmarks for Reinforcement Learning with Hidden States},\n    author={Demir, Alper and {\\c{C}}ilden, Erkin and Polat, Faruk},\n    year={2019}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-ilden-polat-aconceptfilteringapproachfordiversedensitytodiscoversubgoalsinreinforcementlearning-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>, Çilden, E.,  &amp; Polat, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI)</i>, pages 1–5,  2017. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICTAI.2017.00012\"\n     onclick=\"log_download('demir-ilden-polat-aconceptfilteringapproachfordiversedensitytodiscoversubgoalsinreinforcementlearning-2017', 'http://doi.org/10.1109/ICTAI.2017.00012', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-ilden-polat-aconceptfilteringapproachfordiversedensitytodiscoversubgoalsinreinforcementlearning-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-ilden-polat-aconceptfilteringapproachfordiversedensitytodiscoversubgoalsinreinforcementlearning-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{demir2017concept,\n    keywords = {pub},\n    title={A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning},\n    author={Demir, Alper and {\\c{C}}ilden, Erkin and Polat, Faruk},\n    booktitle={2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI)},\n    doi={10.1109/ICTAI.2017.00012},\n    pages={1--5},\n    year={2017},\n    organization={IEEE}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-ilden-polat-ahistorytreeheuristictogeneratebetterinitiationsetsforoptionsinreinforcementlearning-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>, Çilden, E.,  &amp; Polat, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A history tree heuristic to generate better initiation sets for options in reinforcement learning.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-second European Conference on Artificial Intelligence (ECAI)</i>, pages 1644–1645,  2016. IOS Press\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.3233/978-1-61499-672-9-1644\"\n     onclick=\"log_download('demir-ilden-polat-ahistorytreeheuristictogeneratebetterinitiationsetsforoptionsinreinforcementlearning-2016', 'http://doi.org/10.3233/978-1-61499-672-9-1644', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-ilden-polat-ahistorytreeheuristictogeneratebetterinitiationsetsforoptionsinreinforcementlearning-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-ilden-polat-ahistorytreeheuristictogeneratebetterinitiationsetsforoptionsinreinforcementlearning-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{demir2016history,\n    keywords = {pub},\n    title={A history tree heuristic to generate better initiation sets for options in reinforcement learning},\n    author={Demir, Alper and {\\c{C}}ilden, Erkin and Polat, Faruk},\n    booktitle={Proceedings of the Twenty-second European Conference on Artificial Intelligence (ECAI)},\n    pages={1644--1645},\n    year={2016},\n    doi={10.3233/978-1-61499-672-9-1644},\n    organization={IOS Press}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-ilden-polat-localrootsatreebasedsubgoaldiscoverymethodtoacceleratereinforcementlearning-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://gliese876b.github.io/\">Demir, A.</a>, Çilden, E.,  &amp; Polat, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Local roots: A tree-based subgoal discovery method to accelerate reinforcement learning.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)</i>, pages 361–376,  2016. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-46227-1_23\"\n     onclick=\"log_download('demir-ilden-polat-localrootsatreebasedsubgoaldiscoverymethodtoacceleratereinforcementlearning-2016', 'http://doi.org/10.1007/978-3-319-46227-1_23', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-ilden-polat-localrootsatreebasedsubgoaldiscoverymethodtoacceleratereinforcementlearning-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-ilden-polat-localrootsatreebasedsubgoaldiscoverymethodtoacceleratereinforcementlearning-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{demir2016local,\n    keywords = {pub},\n    title={Local roots: A tree-based subgoal discovery method to accelerate reinforcement learning},\n    author={Demir, Alper and {\\c{C}}ilden, Erkin and Polat, Faruk},\n    booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)},\n    pages={361--376},\n    year={2016},\n    doi={10.1007/978-3-319-46227-1_23},\n    organization={Springer}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);