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export results for "Erkin Çilden"
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@article{DBLP:journals/taas/SunelCP24,
author = {Saim Sunel and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {Faster MIL-based Subgoal Identification for Reinforcement Learning
by Tuning Fewer Hyperparameters},
journal = {{ACM} Trans. Auton. Adapt. Syst.},
volume = {19},
number = {2},
pages = {10},
year = {2024},
url = {https://doi.org/10.1145/3643852},
doi = {10.1145/3643852},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taas/SunelCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/DemirCP23,
author = {Alper Demir and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {Landmark based guidance for reinforcement learning agents under partial
observability},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {14},
number = {4},
pages = {1543--1563},
year = {2023},
url = {https://doi.org/10.1007/s13042-022-01713-5},
doi = {10.1007/S13042-022-01713-5},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/DemirCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/DemirCP23a,
author = {Alper Demir and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {Correction: Landmark based guidance for reinforcement learning agents
under partial observability},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {14},
number = {4},
pages = {1565},
year = {2023},
url = {https://doi.org/10.1007/s13042-022-01763-9},
doi = {10.1007/S13042-022-01763-9},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/DemirCP23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/AydinCP22,
author = {H{\"{u}}seyin Aydin and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {Using chains of bottleneck transitions to decompose and solve reinforcement
learning tasks with hidden states},
journal = {Future Gener. Comput. Syst.},
volume = {133},
pages = {153--168},
year = {2022},
url = {https://doi.org/10.1016/j.future.2022.03.016},
doi = {10.1016/J.FUTURE.2022.03.016},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/AydinCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/advcs/DemirCP19,
author = {Alper Demir and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {Generating Effective Initiation Sets for Subgoal-Driven options},
journal = {Adv. Complex Syst.},
volume = {22},
number = {2},
pages = {1950001:1--1950001:32},
year = {2019},
url = {https://doi.org/10.1142/S0219525919500012},
doi = {10.1142/S0219525919500012},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/advcs/DemirCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ker/DemrCP19,
author = {Alper Demir and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {Automatic landmark discovery for learning agents under partial observability},
journal = {Knowl. Eng. Rev.},
volume = {34},
pages = {e11},
year = {2019},
url = {https://doi.org/10.1017/S026988891900002X},
doi = {10.1017/S026988891900002X},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ker/DemrCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/0002CP19,
author = {Alper Demir and
Erkin {\c{C}}ilden and
Faruk Polat},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Landmark Based Reward Shaping in Reinforcement Learning with Hidden
States},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1922--1924},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331964},
timestamp = {Wed, 29 May 2019 16:36:58 +0200},
biburl = {https://dblp.org/rec/conf/atal/0002CP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prima/AydinCP19,
author = {H{\"{u}}seyin Aydin and
Erkin {\c{C}}ilden and
Faruk Polat},
editor = {Matteo Baldoni and
Mehdi Dastani and
Beishui Liao and
Yuko Sakurai and
Rym Zalila{-}Wenkstern},
title = {Compact Frequency Memory for Reinforcement Learning with Hidden States},
booktitle = {{PRIMA} 2019: Principles and Practice of Multi-Agent Systems - 22nd
International Conference, Turin, Italy, October 28-31, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11873},
pages = {425--433},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33792-6\_26},
doi = {10.1007/978-3-030-33792-6\_26},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prima/AydinCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scsc/KayaKCCCO19,
author = {Muhammed Cagri Kaya and
Alper Karamanlioglu and
I. {\c{C}}aglar {\c{C}}etintas and
Erkin {\c{C}}ilden and
M. Haluk Canberi and
Halit Oguzt{\"{u}}z{\"{u}}n},
editor = {Umut Durak},
title = {A configurable gateway for {DDS-HLA} interoperability},
booktitle = {Proceedings of the 2019 Summer Simulation Conference, SummerSim 2019,
Berlin, Germany, July 22-24, 2019},
pages = {36:1--36:11},
publisher = {{ACM}},
year = {2019},
url = {https://dl.acm.org/citation.cfm?id=3374174},
timestamp = {Wed, 04 Dec 2019 19:25:36 +0100},
biburl = {https://dblp.org/rec/conf/scsc/KayaKCCCO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scsc/OzkanCGSC19,
author = {G{\"{o}}k{\c{c}}e {\"{O}}zkan and
Erkin {\c{C}}ilden and
Emre G{\"{u}}ltekin and
Ahmet Sezer and
M. Haluk Canberi},
editor = {Umut Durak},
title = {A reference architecture for military simulations with experimentation
and analysis features},
booktitle = {Proceedings of the 2019 Summer Simulation Conference, SummerSim 2019,
Berlin, Germany, July 22-24, 2019},
pages = {64:1--64:6},
publisher = {{ACM}},
year = {2019},
url = {https://dl.acm.org/citation.cfm?id=3374202},
timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/scsc/OzkanCGSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsrt/CildenGPC18,
author = {Erkin {\c{C}}ilden and
Emre Gultekin and
Dogan Poyraz and
M. Haluk Canberi},
editor = {Eva Besada{-}Portas and
Oscar Rodr{\'{\i}}guez Polo and
Robson E. De Grande and
Jos{\'{e}} Luis Risco{-}Mart{\'{\i}}n},
title = {A Generic Distributed Architecture to Integrate Simulated Participants
with Modular Avionics},
booktitle = {22nd {IEEE/ACM} International Symposium on Distributed Simulation
and Real Time Applications, {DS-RT} 2018, Madrid, Spain, October 15-17,
2018},
pages = {222--223},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/DISTRA.2018.8601012},
doi = {10.1109/DISTRA.2018.8601012},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsrt/CildenGPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/CeranCGC18,
author = {Erhan Ceran and
Erkin {\c{C}}ilden and
Emre Gultekin and
M. Haluk Canberi},
title = {Network packet loss sensitivity analysis for sympes codec},
booktitle = {26th Signal Processing and Communications Applications Conference,
{SIU} 2018, Izmir, Turkey, May 2-5, 2018},
pages = {1--4},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SIU.2018.8404555},
doi = {10.1109/SIU.2018.8404555},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/siu/CeranCGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/AydinCP17,
author = {H{\"{u}}seyin Aydin and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {Using Transitional Bottlenecks to Improve Learning in Nearest Sequence
Memory Algorithm},
booktitle = {29th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2017, Boston, MA, USA, November 6-8, 2017},
pages = {147--152},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICTAI.2017.00033},
doi = {10.1109/ICTAI.2017.00033},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/AydinCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/DemirCP17,
author = {Alper Demir and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {A Concept Filtering Approach for Diverse Density to Discover Subgoals
in Reinforcement Learning},
booktitle = {29th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2017, Boston, MA, USA, November 6-8, 2017},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICTAI.2017.00012},
doi = {10.1109/ICTAI.2017.00012},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/DemirCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/DemirCP16,
author = {Alper Demir and
Erkin {\c{C}}ilden and
Faruk Polat},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {A History Tree Heuristic to Generate Better Initiation Sets for Options
in Reinforcement Learning},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {1644--1645},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-1644},
doi = {10.3233/978-1-61499-672-9-1644},
timestamp = {Tue, 02 Nov 2021 15:59:05 +0100},
biburl = {https://dblp.org/rec/conf/ecai/DemirCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DemirCP16,
author = {Alper Demir and
Erkin {\c{C}}ilden and
Faruk Polat},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Local Roots: {A} Tree-Based Subgoal Discovery Method to Accelerate
Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9852},
pages = {361--376},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46227-1\_23},
doi = {10.1007/978-3-319-46227-1\_23},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DemirCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/CildenP15,
author = {Erkin {\c{C}}ilden and
Faruk Polat},
title = {Toward Generalization of Automated Temporal Abstraction to Partially
Observable Reinforcement Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {8},
pages = {1414--1425},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2352038},
doi = {10.1109/TCYB.2014.2352038},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/CildenP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cybconf/SahinCP15,
author = {Coskun Sahin and
Erkin {\c{C}}ilden and
Faruk Polat},
title = {Memory efficient factored abstraction for reinforcement learning},
booktitle = {2nd {IEEE} International Conference on Cybernetics, {CYBCONF} 2015,
Gdynia, Poland, June 24-26, 2015},
pages = {18--23},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CYBConf.2015.7175900},
doi = {10.1109/CYBCONF.2015.7175900},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cybconf/SahinCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Cilden14,
author = {Erkin {\c{C}}ilden},
title = {Abstraction in reinforcement learning in partially observable environments
; K{\i}smi g{\"{o}}zlemlenebilir ortamlar i{\c{c}}in peki{\c{s}}tirmeli
{\"{o}}{\u{g}}renmede soyutlama},
school = {Middle East Technical University, {\c{C}}ankaya, Ankara, Turkey},
year = {2014},
url = {https://hdl.handle.net/11511/23288},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Cilden14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mates/CildenP14,
author = {Erkin {\c{C}}ilden and
Faruk Polat},
editor = {J{\"{o}}rg P. M{\"{u}}ller and
Michael Weyrich and
Ana L. C. Bazzan},
title = {Employing Automatic Temporal Abstractions to Accelerate Utile Suffix
Memory Algorithm},
booktitle = {Multiagent System Technologies - 12th German Conference, {MATES} 2014,
Stuttgart, Germany, September 23-25, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8732},
pages = {156--169},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11584-9\_11},
doi = {10.1007/978-3-319-11584-9\_11},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/mates/CildenP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/CildenP13,
author = {Erkin {\c{C}}ilden and
Faruk Polat},
title = {Generating Memoryless Policies Faster Using Automatic Temporal Abstractions
for Reinforcement Learning with Hidden State},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {719--726},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.111},
doi = {10.1109/ICTAI.2013.111},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/CildenP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/CildenP12,
author = {Erkin {\c{C}}ilden and
Faruk Polat},
title = {Abstraction in Model Based Partially Observable Reinforcement Learning
Using Extended Sequence Trees},
booktitle = {2012 {IEEE/WIC/ACM} International Conferences on Intelligent Agent
Technology, {IAT} 2012, Macau, China, December 4-7, 2012},
pages = {348--355},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/WI-IAT.2012.161},
doi = {10.1109/WI-IAT.2012.161},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/CildenP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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