BibTeX records: Joseph Modayil

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@article{DBLP:journals/tmlr/GrimesMMRH23,
  author       = {Matthew Koichi Grimes and
                  Joseph Modayil and
                  Piotr W. Mirowski and
                  Dushyant Rao and
                  Raia Hadsell},
  title        = {Learning to Look by Self-Prediction},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2023},
  year         = {2023},
  url          = {https://openreview.net/forum?id=9aXKUJEKwV},
  timestamp    = {Thu, 18 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmlr/GrimesMMRH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/AbbasZM0M23,
  author       = {Zaheer Abbas and
                  Rosie Zhao and
                  Joseph Modayil and
                  Adam White and
                  Marlos C. Machado},
  editor       = {Sarath Chandar and
                  Razvan Pascanu and
                  Hanie Sedghi and
                  Doina Precup},
  title        = {Loss of Plasticity in Continual Deep Reinforcement Learning},
  booktitle    = {Conference on Lifelong Learning Agents, 22-25 August 2023, McGill
                  University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
  series       = {Proceedings of Machine Learning Research},
  volume       = {232},
  pages        = {620--636},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v232/abbas23a.html},
  timestamp    = {Tue, 20 Feb 2024 13:52:18 +0100},
  biburl       = {https://dblp.org/rec/conf/collas/AbbasZM0M23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07507,
  author       = {Zaheer Abbas and
                  Rosie Zhao and
                  Joseph Modayil and
                  Adam White and
                  Marlos C. Machado},
  title        = {Loss of Plasticity in Continual Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2303.07507},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.07507},
  doi          = {10.48550/ARXIV.2303.07507},
  eprinttype    = {arXiv},
  eprint       = {2303.07507},
  timestamp    = {Mon, 20 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-07507.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02215,
  author       = {Joseph Modayil and
                  Zaheer Abbas},
  title        = {Towards model-free {RL} algorithms that scale well with unstructured
                  data},
  journal      = {CoRR},
  volume       = {abs/2311.02215},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.02215},
  doi          = {10.48550/ARXIV.2311.02215},
  eprinttype    = {arXiv},
  eprint       = {2311.02215},
  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-02215.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-03709,
  author       = {Andrew Butcher and
                  Michael Bradley Johanson and
                  Elnaz Davoodi and
                  Dylan J. A. Brenneis and
                  Leslie Acker and
                  Adam S. R. Parker and
                  Adam White and
                  Joseph Modayil and
                  Patrick M. Pilarski},
  title        = {Pavlovian Signalling with General Value Functions in Agent-Agent Temporal
                  Decision Making},
  journal      = {CoRR},
  volume       = {abs/2201.03709},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.03709},
  eprinttype    = {arXiv},
  eprint       = {2201.03709},
  timestamp    = {Fri, 22 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-03709.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09498,
  author       = {Patrick M. Pilarski and
                  Andrew Butcher and
                  Elnaz Davoodi and
                  Michael Bradley Johanson and
                  Dylan J. A. Brenneis and
                  Adam S. R. Parker and
                  Leslie Acker and
                  Matthew M. Botvinick and
                  Joseph Modayil and
                  Adam White},
  title        = {The Frost Hollow Experiments: Pavlovian Signalling as a Path to Coordination
                  and Communication Between Agents},
  journal      = {CoRR},
  volume       = {abs/2203.09498},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.09498},
  doi          = {10.48550/ARXIV.2203.09498},
  eprinttype    = {arXiv},
  eprint       = {2203.09498},
  timestamp    = {Fri, 22 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-09498.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09776,
  author       = {John D. Martin and
                  Joseph Modayil},
  title        = {Adapting the Function Approximation Architecture in Online Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2106.09776},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.09776},
  eprinttype    = {arXiv},
  eprint       = {2106.09776},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-09776.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07774,
  author       = {Dylan J. A. Brenneis and
                  Adam S. R. Parker and
                  Michael Bradley Johanson and
                  Andrew Butcher and
                  Elnaz Davoodi and
                  Leslie Acker and
                  Matthew M. Botvinick and
                  Joseph Modayil and
                  Adam White and
                  Patrick M. Pilarski},
  title        = {Assessing Human Interaction in Virtual Reality With Continually Learning
                  Prediction Agents Based on Reinforcement Learning Algorithms: {A}
                  Pilot Study},
  journal      = {CoRR},
  volume       = {abs/2112.07774},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.07774},
  eprinttype    = {arXiv},
  eprint       = {2112.07774},
  timestamp    = {Fri, 22 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-07774.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11455,
  author       = {Tom Schaul and
                  Diana Borsa and
                  Joseph Modayil and
                  Razvan Pascanu},
  title        = {Ray Interference: a Source of Plateaus in Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1904.11455},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.11455},
  eprinttype    = {arXiv},
  eprint       = {1904.11455},
  timestamp    = {Thu, 02 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-11455.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02908,
  author       = {Matteo Hessel and
                  Hado van Hasselt and
                  Joseph Modayil and
                  David Silver},
  title        = {On Inductive Biases in Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1907.02908},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.02908},
  eprinttype    = {arXiv},
  eprint       = {1907.02908},
  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-02908.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/BaninoBUBLMPCDM18,
  author       = {Andrea Banino and
                  Caswell Barry and
                  Benigno Uria and
                  Charles Blundell and
                  Timothy P. Lillicrap and
                  Piotr Mirowski and
                  Alexander Pritzel and
                  Martin J. Chadwick and
                  Thomas Degris and
                  Joseph Modayil and
                  Greg Wayne and
                  Hubert Soyer and
                  Fabio Viola and
                  Brian Zhang and
                  Ross Goroshin and
                  Neil C. Rabinowitz and
                  Razvan Pascanu and
                  Charlie Beattie and
                  Stig Petersen and
                  Amir Sadik and
                  Stephen Gaffney and
                  Helen King and
                  Koray Kavukcuoglu and
                  Demis Hassabis and
                  Raia Hadsell and
                  Dharshan Kumaran},
  title        = {Vector-based navigation using grid-like representations in artificial
                  agents},
  journal      = {Nat.},
  volume       = {557},
  number       = {7705},
  pages        = {429--433},
  year         = {2018},
  url          = {https://doi.org/10.1038/s41586-018-0102-6},
  doi          = {10.1038/S41586-018-0102-6},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nature/BaninoBUBLMPCDM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HesselMHSODHPAS18,
  author       = {Matteo Hessel and
                  Joseph Modayil and
                  Hado van Hasselt and
                  Tom Schaul and
                  Georg Ostrovski and
                  Will Dabney and
                  Dan Horgan and
                  Bilal Piot and
                  Mohammad Gheshlaghi Azar and
                  David Silver},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Rainbow: Combining Improvements in Deep Reinforcement Learning},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {3215--3222},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11796},
  doi          = {10.1609/AAAI.V32I1.11796},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/HesselMHSODHPAS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07004,
  author       = {Tom Schaul and
                  Hado van Hasselt and
                  Joseph Modayil and
                  Martha White and
                  Adam White and
                  Pierre{-}Luc Bacon and
                  Jean Harb and
                  Shibl Mourad and
                  Marc G. Bellemare and
                  Doina Precup},
  title        = {The Barbados 2018 List of Open Issues in Continual Learning},
  journal      = {CoRR},
  volume       = {abs/1811.07004},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.07004},
  eprinttype    = {arXiv},
  eprint       = {1811.07004},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-07004.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02648,
  author       = {Hado van Hasselt and
                  Yotam Doron and
                  Florian Strub and
                  Matteo Hessel and
                  Nicolas Sonnerat and
                  Joseph Modayil},
  title        = {Deep Reinforcement Learning and the Deadly Triad},
  journal      = {CoRR},
  volume       = {abs/1812.02648},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.02648},
  eprinttype    = {arXiv},
  eprint       = {1812.02648},
  timestamp    = {Tue, 01 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-02648.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuMHBSS17,
  author       = {Zhongwen Xu and
                  Joseph Modayil and
                  Hado van Hasselt and
                  Andr{\'{e}} Barreto and
                  David Silver and
                  Tom Schaul},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Natural Value Approximators: Learning when to Trust Past Estimates},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {2120--2128},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/fb60d411a5c5b72b2e7d3527cfc84fd0-Abstract.html},
  timestamp    = {Mon, 10 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/XuMHBSS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02298,
  author       = {Matteo Hessel and
                  Joseph Modayil and
                  Hado van Hasselt and
                  Tom Schaul and
                  Georg Ostrovski and
                  Will Dabney and
                  Daniel Horgan and
                  Bilal Piot and
                  Mohammad Gheshlaghi Azar and
                  David Silver},
  title        = {Rainbow: Combining Improvements in Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1710.02298},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.02298},
  eprinttype    = {arXiv},
  eprint       = {1710.02298},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-02298.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08378,
  author       = {Matthew M. Botvinick and
                  David G. T. Barrett and
                  Peter W. Battaglia and
                  Nando de Freitas and
                  Dharshan Kumaran and
                  Joel Z. Leibo and
                  Tim Lillicrap and
                  Joseph Modayil and
                  S. Mohamed and
                  Neil C. Rabinowitz and
                  Danilo Jimenez Rezende and
                  Adam Santoro and
                  Tom Schaul and
                  Christopher Summerfield and
                  Greg Wayne and
                  Theophane Weber and
                  Daan Wierstra and
                  Shane Legg and
                  Demis Hassabis},
  title        = {Building Machines that Learn and Think for Themselves: Commentary
                  on Lake et al., Behavioral and Brain Sciences, 2017},
  journal      = {CoRR},
  volume       = {abs/1711.08378},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.08378},
  eprinttype    = {arXiv},
  eprint       = {1711.08378},
  timestamp    = {Wed, 20 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-08378.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/ModayilWS14,
  author       = {Joseph Modayil and
                  Adam White and
                  Richard S. Sutton},
  title        = {Multi-timescale nexting in a reinforcement learning robot},
  journal      = {Adapt. Behav.},
  volume       = {22},
  number       = {2},
  pages        = {146--160},
  year         = {2014},
  url          = {https://doi.org/10.1177/1059712313511648},
  doi          = {10.1177/1059712313511648},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adb/ModayilWS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoSSMB14,
  author       = {Hengshuai Yao and
                  Csaba Szepesv{\'{a}}ri and
                  Richard S. Sutton and
                  Joseph Modayil and
                  Shalabh Bhatnagar},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Universal Option Models},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {990--998},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/996a7fa078cc36c46d02f9af3bef918b-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/YaoSSMB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Modayil13,
  author       = {Joseph Modayil},
  title        = {Two Perspectives on Learning Rich Representations from Robot Experience},
  booktitle    = {Learning Rich Representations from Low-Level Sensors, Papers from
                  the 2013 {AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-13-12}},
  publisher    = {{AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7096},
  timestamp    = {Tue, 05 Sep 2023 08:59:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Modayil13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AgmonAAABDGGGJKKLLMMMOOOPPRRTSSSSSSUW12,
  author       = {Noa Agmon and
                  Vikas Agrawal and
                  David W. Aha and
                  Yiannis Aloimonos and
                  Donagh Buckley and
                  Prashant Doshi and
                  Christopher W. Geib and
                  Floriana Grasso and
                  Nancy L. Green and
                  Benjamin Johnston and
                  Burt Kaliski and
                  Christopher Kiekintveld and
                  Edith Law and
                  Henry Lieberman and
                  Ole J. Mengshoel and
                  Ted Metzler and
                  Joseph Modayil and
                  Douglas W. Oard and
                  Nilufer Onder and
                  Barry O'Sullivan and
                  Katerina Pastra and
                  Doina Precup and
                  Sowmya Ramachandran and
                  Chris Reed and
                  Sanem Sariel Talay and
                  Ted Selker and
                  Lokendra Shastri and
                  Stephen F. Smith and
                  Satinder Singh and
                  Siddharth Srivastava and
                  Gita Sukthankar and
                  David C. Uthus and
                  Mary{-}Anne Williams},
  title        = {Reports of the {AAAI} 2011 Conference Workshops},
  journal      = {{AI} Mag.},
  volume       = {33},
  number       = {1},
  pages        = {57--70},
  year         = {2012},
  url          = {https://doi.org/10.1609/aimag.v33i1.2390},
  doi          = {10.1609/AIMAG.V33I1.2390},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aim/AgmonAAABDGGGJKKLLMMMOOOPPRRTSSSSSSUW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/DegrisM12,
  author       = {Thomas Degris and
                  Joseph Modayil},
  title        = {Scaling-up Knowledge for a Cognizant Robot},
  booktitle    = {Designing Intelligent Robots, Papers from the 2012 {AAAI} Spring Symposium,
                  Palo Alto, California, USA, March 26-28, 2012},
  series       = {{AAAI} Technical Report},
  volume       = {{SS-12-02}},
  publisher    = {{AAAI}},
  year         = {2012},
  url          = {http://www.aaai.org/ocs/index.php/SSS/SSS12/paper/view/4264},
  timestamp    = {Wed, 25 Sep 2013 15:48:48 +0200},
  biburl       = {https://dblp.org/rec/conf/aaaiss/DegrisM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl-epirob/WhiteMS12,
  author       = {Adam White and
                  Joseph Modayil and
                  Richard S. Sutton},
  title        = {Scaling life-long off-policy learning},
  booktitle    = {2012 {IEEE} International Conference on Development and Learning and
                  Epigenetic Robotics, {ICDL-EPIROB} 2012, San Diego, CA, USA, November
                  7-9, 2012},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/DevLrn.2012.6400860},
  doi          = {10.1109/DEVLRN.2012.6400860},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdl-epirob/WhiteMS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sab/ModayilWS12,
  author       = {Joseph Modayil and
                  Adam White and
                  Richard S. Sutton},
  editor       = {Tom Ziemke and
                  Christian Balkenius and
                  John Hallam},
  title        = {Multi-timescale Nexting in a Reinforcement Learning Robot},
  booktitle    = {From Animals to Animats 12 - 12th International Conference on Simulation
                  of Adaptive Behavior, {SAB} 2012, Odense, Denmark, August 27-30, 2012.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7426},
  pages        = {299--309},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33093-3\_30},
  doi          = {10.1007/978-3-642-33093-3\_30},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sab/ModayilWS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ModayilWPS12,
  author       = {Joseph Modayil and
                  Adam White and
                  Patrick M. Pilarski and
                  Richard S. Sutton},
  title        = {Acquiring a broad range of empirical knowledge in real time by temporal-difference
                  learning},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man,
                  and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
                  2012},
  pages        = {1903--1910},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICSMC.2012.6378016},
  doi          = {10.1109/ICSMC.2012.6378016},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/ModayilWPS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-6262,
  author       = {Adam White and
                  Joseph Modayil and
                  Richard S. Sutton},
  title        = {Scaling Life-long Off-policy Learning},
  journal      = {CoRR},
  volume       = {abs/1206.6262},
  year         = {2012},
  url          = {http://arxiv.org/abs/1206.6262},
  eprinttype    = {arXiv},
  eprint       = {1206.6262},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1206-6262.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SuttonMDDPWP11,
  author       = {Richard S. Sutton and
                  Joseph Modayil and
                  Michael Delp and
                  Thomas Degris and
                  Patrick M. Pilarski and
                  Adam White and
                  Doina Precup},
  editor       = {Liz Sonenberg and
                  Peter Stone and
                  Kagan Tumer and
                  Pinar Yolum},
  title        = {Horde: a scalable real-time architecture for learning knowledge from
                  unsupervised sensorimotor interaction},
  booktitle    = {10th International Conference on Autonomous Agents and Multiagent
                  Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
  pages        = {761--768},
  publisher    = {{IFAAMAS}},
  year         = {2011},
  url          = {http://portal.acm.org/citation.cfm?id=2031726\&\#38;CFID=54178199\&\#38;CFTOKEN=61392764},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/SuttonMDDPWP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-1133,
  author       = {Joseph Modayil and
                  Adam White and
                  Richard S. Sutton},
  title        = {Multi-timescale Nexting in a Reinforcement Learning Robot},
  journal      = {CoRR},
  volume       = {abs/1112.1133},
  year         = {2011},
  url          = {http://arxiv.org/abs/1112.1133},
  eprinttype    = {arXiv},
  eprint       = {1112.1133},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1112-1133.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/BeesonMK10,
  author       = {Patrick Beeson and
                  Joseph Modayil and
                  Benjamin Kuipers},
  title        = {Factoring the Mapping Problem: Mobile Robot Map-building in the Hybrid
                  Spatial Semantic Hierarchy},
  journal      = {Int. J. Robotics Res.},
  volume       = {29},
  number       = {4},
  pages        = {428--459},
  year         = {2010},
  url          = {https://doi.org/10.1177/0278364909100586},
  doi          = {10.1177/0278364909100586},
  timestamp    = {Thu, 17 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijrr/BeesonMK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/Modayil10,
  author       = {Joseph Modayil},
  title        = {Learning Grounded Communicative Intent from Human-Robot Dialog},
  booktitle    = {Dialog with Robots, Papers from the 2010 {AAAI} Fall Symposium, Arlington,
                  Virginia, USA, November 11-13, 2010},
  series       = {{AAAI} Technical Report},
  volume       = {{FS-10-05}},
  publisher    = {{AAAI}},
  year         = {2010},
  url          = {http://www.aaai.org/ocs/index.php/FSS/FSS10/paper/view/2170},
  timestamp    = {Wed, 29 Mar 2017 16:45:25 +0200},
  biburl       = {https://dblp.org/rec/conf/aaaifs/Modayil10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/Modayil10,
  author       = {Joseph Modayil},
  editor       = {Benjamin Kuipers and
                  Thomas R. Shultz and
                  Alexander Stoytchev and
                  Chen Yu},
  title        = {Discovering sensor space: Constructing spatial embeddings that explain
                  sensor correlations},
  booktitle    = {2010 {IEEE} 9th International Conference on Development and Learning,
                  {ICDL} 2010, Ann Arbor, MI, USA, August 18-21, 2010},
  pages        = {120--125},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/DEVLRN.2010.5578854},
  doi          = {10.1109/DEVLRN.2010.5578854},
  timestamp    = {Thu, 29 Jul 2021 12:02:58 +0200},
  biburl       = {https://dblp.org/rec/conf/icdl/Modayil10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/Abbasi-YadkoriMS10,
  author       = {Yasin Abbasi{-}Yadkori and
                  Joseph Modayil and
                  Csaba Szepesv{\'{a}}ri},
  title        = {Extending rapidly-exploring random trees for asymptotically optimal
                  anytime motion planning},
  booktitle    = {2010 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, October 18-22, 2010, Taipei, Taiwan},
  pages        = {127--132},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IROS.2010.5650614},
  doi          = {10.1109/IROS.2010.5650614},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/Abbasi-YadkoriMS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/ModayilK08,
  author       = {Joseph Modayil and
                  Benjamin Kuipers},
  title        = {The initial development of object knowledge by a learning robot},
  journal      = {Robotics Auton. Syst.},
  volume       = {56},
  number       = {11},
  pages        = {879--890},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.robot.2008.08.004},
  doi          = {10.1016/J.ROBOT.2008.08.004},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ras/ModayilK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/ModayilLHHK08,
  author       = {Joseph Modayil and
                  Richard Levinson and
                  Craig Harman and
                  David Halper and
                  Henry A. Kautz},
  title        = {Integrating Sensing and Cueing for More Effective Activity Reminders},
  booktitle    = {{AI} in Eldercare: New Solutions to Old Problems, Papers from the
                  2008 {AAAI} Fall Symposium, Arlington, Virginia, USA, November 7-9,
                  2008},
  series       = {{AAAI} Technical Report},
  volume       = {{FS-08-02}},
  pages        = {60--66},
  publisher    = {{AAAI}},
  year         = {2008},
  url          = {http://www.aaai.org/Library/Symposia/Fall/2008/fs08-02-010.php},
  timestamp    = {Thu, 05 Sep 2013 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaaifs/ModayilLHHK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/ModayilBK08,
  author       = {Joseph Modayil and
                  Tongxin Bai and
                  Henry A. Kautz},
  editor       = {Hee Yong Youn and
                  We{-}Duke Cho},
  title        = {Improving the recognition of interleaved activities},
  booktitle    = {UbiComp 2008: Ubiquitous Computing, 10th International Conference,
                  UbiComp 2008, Seoul, Korea, September 21-24, 2008, Proceedings},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {344},
  pages        = {40--43},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1409635.1409641},
  doi          = {10.1145/1409635.1409641},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/huc/ModayilBK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ModayilK07,
  author       = {Joseph Modayil and
                  Benjamin Kuipers},
  title        = {Autonomous Development of a Grounded Object Ontology by a Learning
                  Robot},
  booktitle    = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2007, Vancouver, British Columbia, Canada},
  pages        = {1095--1101},
  publisher    = {{AAAI} Press},
  year         = {2007},
  url          = {http://www.aaai.org/Library/AAAI/2007/aaai07-174.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ModayilK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/BeesonMMMKS07,
  author       = {Patrick Beeson and
                  Matt MacMahon and
                  Joseph Modayil and
                  Aniket Murarka and
                  Benjamin Kuipers and
                  Brian Stankiewicz},
  title        = {Integrating Multiple Representations of Spatial Knowledge for Mapping,
                  Navigation, and Communication},
  booktitle    = {Interaction Challenges for Intelligent Assistants, Papers from the
                  2007 {AAAI} Spring Symposium, Technical Report SS-07-04, Stanford,
                  California, USA, March 26-28, 2007},
  pages        = {1--9},
  publisher    = {{AAAI}},
  year         = {2007},
  url          = {http://www.aaai.org/Library/Symposia/Spring/2007/ss07-04-001.php},
  timestamp    = {Fri, 17 Feb 2012 14:14:21 +0100},
  biburl       = {https://dblp.org/rec/conf/aaaiss/BeesonMMMKS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/ModayilK07,
  author       = {Joseph Modayil and
                  Benjamin Kuipers},
  title        = {Where Do Actions Come From? Autonomous Robot Learning of Objects and
                  Actions},
  booktitle    = {Control Mechanisms for Spatial Knowledge Processing in Cognitive /
                  Intelligent Systems, Papers from the 2007 {AAAI} Spring Symposium,
                  Technical Report SS-07-01, Stanford, California, USA, March 26-28,
                  2007},
  pages        = {41--46},
  publisher    = {{AAAI}},
  year         = {2007},
  url          = {http://www.aaai.org/Library/Symposia/Spring/2007/ss07-01-008.php},
  timestamp    = {Fri, 17 Feb 2012 14:13:04 +0100},
  biburl       = {https://dblp.org/rec/conf/aaaiss/ModayilK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icia/BeesonMMMKS07,
  author       = {Patrick Beeson and
                  Matt MacMahon and
                  Joseph Modayil and
                  Aniket Murarka and
                  Benjamin Kuipers and
                  Brian Stankiewicz},
  editor       = {Neil Yorke{-}Smith},
  title        = {Integrating Multiple Representations of Spatial Knowledge for Mapping,
                  Navigation, and Communication},
  booktitle    = {Interaction Challenges for Intelligent Assistants, Papers from the
                  2007 {AAAI} Spring Symposium, 26-28 March 2007, Stanford University,
                  CA, {USA}},
  series       = {{AAAI} Technical Report},
  volume       = {{SS-07-04}},
  pages        = {1--9},
  publisher    = {{AAAI} Press},
  year         = {2007},
  timestamp    = {Tue, 10 Nov 2015 10:39:01 +0100},
  biburl       = {https://dblp.org/rec/conf/icia/BeesonMMMKS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/KuipersBMP06,
  author       = {Benjamin Kuipers and
                  Patrick Beeson and
                  Joseph Modayil and
                  Jefferson Provost},
  title        = {Bootstrap learning of foundational representations},
  journal      = {Connect. Sci.},
  volume       = {18},
  number       = {2},
  pages        = {145--158},
  year         = {2006},
  url          = {https://doi.org/10.1080/09540090600768484},
  doi          = {10.1080/09540090600768484},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/connection/KuipersBMP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/MurarkaMK06,
  author       = {Aniket Murarka and
                  Joseph Modayil and
                  Benjamin Kuipers},
  title        = {Building Local Safety Maps for a Wheelchair Robot using Vision and
                  Lasers},
  booktitle    = {Third Canadian Conference on Computer and Robot Vision {(CRV} 2006),
                  7-9 June 2006, Quebec City, Canada},
  pages        = {25},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/CRV.2006.20},
  doi          = {10.1109/CRV.2006.20},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/crv/MurarkaMK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ModayilK06,
  author       = {Joseph Modayil and
                  Benjamin Kuipers},
  title        = {Autonomous Shape Model Learning for Object Localization and Recognition},
  booktitle    = {Proceedings of the 2006 {IEEE} International Conference on Robotics
                  and Automation, {ICRA} 2006, May 15-19, 2006, Orlando, Florida, {USA}},
  pages        = {2991--2996},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ROBOT.2006.1642156},
  doi          = {10.1109/ROBOT.2006.1642156},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/ModayilK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KuipersMBMS04,
  author       = {Benjamin Kuipers and
                  Joseph Modayil and
                  Patrick Beeson and
                  Matt MacMahon and
                  Francesco Savelli},
  title        = {Local Metrical and Global Topological Maps in the Hybrid Spatial Semantic
                  Hierarchy},
  booktitle    = {Proceedings of the 2004 {IEEE} International Conference on Robotics
                  and Automation, {ICRA} 2004, April 26 - May 1, 2004, New Orleans,
                  LA, {USA}},
  pages        = {4845--4851},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ROBOT.2004.1302485},
  doi          = {10.1109/ROBOT.2004.1302485},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/KuipersMBMS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/ModayilK04,
  author       = {Joseph Modayil and
                  Benjamin Kuipers},
  title        = {Bootstrap learning for object discovery},
  booktitle    = {2004 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, Sendai, Japan, September 28 - October 2, 2004},
  pages        = {742--747},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/IROS.2004.1389441},
  doi          = {10.1109/IROS.2004.1389441},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/ModayilK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/ModayilBK04,
  author       = {Joseph Modayil and
                  Patrick Beeson and
                  Benjamin Kuipers},
  title        = {Using the topological skeleton for scalable global metrical map-building},
  booktitle    = {2004 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, Sendai, Japan, September 28 - October 2, 2004},
  pages        = {1530--1536},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/IROS.2004.1389613},
  doi          = {10.1109/IROS.2004.1389613},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/ModayilBK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ModayilCL98,
  author       = {Joseph Modayil and
                  Howard Cheng and
                  Xiaobo Li},
  title        = {An improved piecewise approximation algorithm for image compression},
  journal      = {Pattern Recognit.},
  volume       = {31},
  number       = {8},
  pages        = {1179--1190},
  year         = {1998},
  url          = {https://doi.org/10.1016/S0031-3203(97)00130-1},
  doi          = {10.1016/S0031-3203(97)00130-1},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/ModayilCL98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ModayiCL97,
  author       = {Joseph Modayil and
                  Howard Cheng and
                  Xiaobo Li},
  title        = {Experiments in Simple One-Dimensional Lossy Image Compression Schemes},
  booktitle    = {Proceedings of the International Conference on Multimedia Computing
                  and Systems, {ICMCS} 1997, Ottawa, Ontario, Canada, June 3-6, 1997},
  pages        = {614--615},
  publisher    = {{IEEE} Computer Society},
  year         = {1997},
  url          = {https://doi.org/10.1109/MMCS.1997.609782},
  doi          = {10.1109/MMCS.1997.609782},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmcs/ModayiCL97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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