2020
|
Czarnecki, Wojciech Marian; Gidel, Gauthier; Tracey, Brendan; Tuyls, Karl; Omidshafiei, Shayegan; Balduzzi, David; Jaderberg, Max Real World Games Look Like Spinning Tops Journal Article CoRR, abs/2004.09468 , 2020. Links | BibTeX @article{DBLP:journals/corr/abs-2004-09468,
title = {Real World Games Look Like Spinning Tops},
author = {Wojciech Marian Czarnecki and Gauthier Gidel and Brendan Tracey and Karl Tuyls and Shayegan Omidshafiei and David Balduzzi and Max Jaderberg},
url = {https://arxiv.org/abs/2004.09468},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2004.09468},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Hennes, Daniel; Morrill, Dustin; Omidshafiei, Shayegan; Munos, Remi; Perolat, Julien; Lanctot, Marc; Gruslys, Audrunas; Lespiau, Jean-Baptiste; Parmas, Paavo; -, Edgar Dué{ñ}ez; Tuyls, Karl Neural Replicator Dynamics: Multiagent Learning via Hedging Policy Gradients Inproceedings Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, AAMAS '20, Auckland, New Zealand, May 9-13,
2020, pp. 492–501, 2020. Links | BibTeX @inproceedings{DBLP:conf/atal/HennesMOMPLGLPD20,
title = {Neural Replicator Dynamics: Multiagent Learning via Hedging Policy Gradients},
author = {Daniel Hennes and Dustin Morrill and Shayegan Omidshafiei and Remi Munos and Julien Perolat and Marc Lanctot and Audrunas Gruslys and Jean-Baptiste Lespiau and Paavo Parmas and Edgar Dué{ñ}ez{-}Guzman and Karl Tuyls},
url = {https://dl.acm.org/doi/abs/10.5555/3398761.3398822},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, AAMAS '20, Auckland, New Zealand, May 9-13,
2020},
pages = {492--501},
crossref = {DBLP:conf/atal/2020},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tuyls, Karl; Perolat, Julien; Lanctot, Marc; Hughes, Edward; Everett, Richard; Leibo, Joel Z; Szepesvari, Csaba; Graepel, Thore Bounds and dynamics for empirical game theoretic analysis Journal Article Auton. Agents Multi Agent Syst., 34 (1), pp. 7, 2020. Links | BibTeX @article{DBLP:journals/aamas/TuylsPLHELSG20,
title = {Bounds and dynamics for empirical game theoretic analysis},
author = {Karl Tuyls and Julien Perolat and Marc Lanctot and Edward Hughes and Richard Everett and Joel Z Leibo and Csaba Szepesvari and Thore Graepel},
url = {https://doi.org/10.1007/s10458-019-09432-y},
doi = {10.1007/s10458-019-09432-y},
year = {2020},
date = {2020-01-01},
journal = {Auton. Agents Multi Agent Syst.},
volume = {34},
number = {1},
pages = {7},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Muller, Paul; Omidshafiei, Shayegan; Rowland, Mark; Tuyls, Karl; Perolat, Julien; Liu, Siqi; Hennes, Daniel; Marris, Luke; Lanctot, Marc; Hughes, Edward; Wang, Zhe; Lever, Guy; Heess, Nicolas; Graepel, Thore; Munos, Remi A Generalized Training Approach for Multiagent Learning Inproceedings 8th International Conference on Learning Representations, ICLR 2020,
Addis Ababa, Ethiopia, April 26-30, 2020, 2020. Links | BibTeX @inproceedings{DBLP:conf/iclr/MullerORTPLHMLH20,
title = {A Generalized Training Approach for Multiagent Learning},
author = {Paul Muller and Shayegan Omidshafiei and Mark Rowland and Karl Tuyls and Julien Perolat and Siqi Liu and Daniel Hennes and Luke Marris and Marc Lanctot and Edward Hughes and Zhe Wang and Guy Lever and Nicolas Heess and Thore Graepel and Remi Munos},
url = {https://openreview.net/forum?id=Bkl5kxrKDr},
year = {2020},
date = {2020-01-01},
booktitle = {8th International Conference on Learning Representations, ICLR 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
crossref = {DBLP:conf/iclr/2020},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Omidshafiei, Shayegan; Tuyls, Karl; Czarnecki, Wojciech M; Santos, Francisco C; Rowland, Mark; Connor, Jerome; Hennes, Daniel; Muller, Paul; Perolat, Julien; Vylder, Bart De; Gruslys, Audrunas; Munos, Remi Navigating the Landscape of Games Journal Article CoRR, abs/2005.01642 , 2020. Links | BibTeX @article{DBLP:journals/corr/abs-2005-01642,
title = {Navigating the Landscape of Games},
author = {Shayegan Omidshafiei and Karl Tuyls and Wojciech M Czarnecki and Francisco C Santos and Mark Rowland and Jerome Connor and Daniel Hennes and Paul Muller and Julien Perolat and Bart De Vylder and Audrunas Gruslys and Remi Munos},
url = {https://arxiv.org/abs/2005.01642},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2005.01642},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Palmer, Gregory; Schnieders, Benjamin; Savani, Rahul; Tuyls, Karl; Fossel, Joscha; Flore, Harry The Automated Inspection of Opaque Liquid Vaccines Journal Article CoRR, abs/2002.09406 , 2020. Links | BibTeX @article{DBLP:journals/corr/abs-2002-09406,
title = {The Automated Inspection of Opaque Liquid Vaccines},
author = {Gregory Palmer and Benjamin Schnieders and Rahul Savani and Karl Tuyls and Joscha Fossel and Harry Flore},
url = {https://arxiv.org/abs/2002.09406},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2002.09406},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2019
|
Zhang, Chengwei; Li, Xiaohong; Hao, Jianye; Chen, Siqi; Tuyls, Karl; Xue, Wanli; Feng, Zhiyong SA-IGA: a multiagent reinforcement learning method towards socially
optimal outcomes Journal Article Auton. Agents Multi Agent Syst., 33 (4), pp. 403–429, 2019. Links | BibTeX @article{DBLP:journals/aamas/ZhangLHCTXF19,
title = {SA-IGA: a multiagent reinforcement learning method towards socially
optimal outcomes},
author = {Chengwei Zhang and Xiaohong Li and Jianye Hao and Siqi Chen and Karl Tuyls and Wanli Xue and Zhiyong Feng},
url = {https://doi.org/10.1007/s10458-019-09411-3},
doi = {10.1007/s10458-019-09411-3},
year = {2019},
date = {2019-01-01},
journal = {Auton. Agents Multi Agent Syst.},
volume = {33},
number = {4},
pages = {403--429},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Sahraei, Bijan Ranjbar; Rahmani, Hossein; Weiss, Gerhard; Tuyls, Karl Distant supervision of relation extraction in sparse data Journal Article Intell. Data Anal., 23 (5), pp. 1145–1166, 2019. Links | BibTeX @article{DBLP:journals/ida/SahraeiRWT19,
title = {Distant supervision of relation extraction in sparse data},
author = {Bijan Ranjbar Sahraei and Hossein Rahmani and Gerhard Weiss and Karl Tuyls},
url = {https://doi.org/10.3233/IDA-184238},
doi = {10.3233/IDA-184238},
year = {2019},
date = {2019-01-01},
journal = {Intell. Data Anal.},
volume = {23},
number = {5},
pages = {1145--1166},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
McGuire, Kimberly N; de Croon, G C H E; Tuyls, Karl A comparative study of bug algorithms for robot navigation Journal Article Robotics Auton. Syst., 121 , 2019. Links | BibTeX @article{DBLP:journals/ras/McGuireCT19,
title = {A comparative study of bug algorithms for robot navigation},
author = {Kimberly N McGuire and G C H E de Croon and Karl Tuyls},
url = {https://doi.org/10.1016/j.robot.2019.103261},
doi = {10.1016/j.robot.2019.103261},
year = {2019},
date = {2019-01-01},
journal = {Robotics Auton. Syst.},
volume = {121},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
McGuire, Kimberly; Wagter, Christophe De; Tuyls, Karl; Kappen, H J; de Croon, Guido C H E Minimal navigation solution for a swarm of tiny flying robots to explore
an unknown environment Journal Article Sci. Robotics, 4 (35), 2019. Links | BibTeX @article{DBLP:journals/scirobotics/McGuireWTKC19,
title = {Minimal navigation solution for a swarm of tiny flying robots to explore
an unknown environment},
author = {Kimberly McGuire and Christophe De Wagter and Karl Tuyls and H J Kappen and Guido C H E de Croon},
url = {https://doi.org/10.1126/scirobotics.aaw9710},
doi = {10.1126/scirobotics.aaw9710},
year = {2019},
date = {2019-01-01},
journal = {Sci. Robotics},
volume = {4},
number = {35},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Palmer, Gregory; Savani, Rahul; Tuyls, Karl Negative Update Intervals in Deep Multi-Agent Reinforcement Learning Inproceedings Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17,
2019, pp. 43–51, 2019. Links | BibTeX @inproceedings{DBLP:conf/atal/PalmerST19,
title = {Negative Update Intervals in Deep Multi-Agent Reinforcement Learning},
author = {Gregory Palmer and Rahul Savani and Karl Tuyls},
url = {http://dl.acm.org/citation.cfm?id=3331672},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {43--51},
crossref = {DBLP:conf/atal/2019},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
í, Richard Kl; Bloembergen, Daan; Kaisers, Michael; Tuyls, Karl Robust Temporal Difference Learning for Critical Domains Inproceedings Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17,
2019, pp. 350–358, 2019. Links | BibTeX @inproceedings{DBLP:conf/atal/KlimaBKT19,
title = {Robust Temporal Difference Learning for Critical Domains},
author = {Richard Kl í and Daan Bloembergen and Michael Kaisers and Karl Tuyls},
url = {http://dl.acm.org/citation.cfm?id=3331713},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {350--358},
crossref = {DBLP:conf/atal/2019},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Schnieders, Benjamin; Luo, Shan; Palmer, Gregory; Tuyls, Karl Fully Convolutional One-Shot Object Segmentation for Industrial Robotics Inproceedings Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17,
2019, pp. 1161–1169, 2019. Links | BibTeX @inproceedings{DBLP:conf/atal/SchniedersLPT19,
title = {Fully Convolutional One-Shot Object Segmentation for Industrial Robotics},
author = {Benjamin Schnieders and Shan Luo and Gregory Palmer and Karl Tuyls},
url = {http://dl.acm.org/citation.cfm?id=3331817},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1161--1169},
crossref = {DBLP:conf/atal/2019},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Collenette, Joe; Atkinson, Katie; Bloembergen, Daan; Tuyls, Karl Stability of Human-Inspired Agent Societies Inproceedings Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17,
2019, pp. 1889–1891, 2019. Links | BibTeX @inproceedings{DBLP:conf/atal/CollenetteABT19,
title = {Stability of Human-Inspired Agent Societies},
author = {Joe Collenette and Katie Atkinson and Daan Bloembergen and Karl Tuyls},
url = {http://dl.acm.org/citation.cfm?id=3331953},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1889--1891},
crossref = {DBLP:conf/atal/2019},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Butterworth, James; Savani, Rahul; Tuyls, Karl Evolving indoor navigational strategies using gated recurrent units
in NEAT Inproceedings Proceedings of the Genetic and Evolutionary Computation Conference
Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019, pp. 111–112, 2019. Links | BibTeX @inproceedings{DBLP:conf/gecco/ButterworthST19,
title = {Evolving indoor navigational strategies using gated recurrent units
in NEAT},
author = {James Butterworth and Rahul Savani and Karl Tuyls},
url = {https://doi.org/10.1145/3319619.3321995},
doi = {10.1145/3319619.3321995},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {111--112},
crossref = {DBLP:conf/gecco/2019c},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rowland, Mark; Omidshafiei, Shayegan; Tuyls, Karl; é, Julien P; Valko, Michal; Piliouras, Georgios; é, R Multiagent Evaluation under Incomplete Information Inproceedings Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14
December 2019, Vancouver, BC, Canada, pp. 12270–12282, 2019. Links | BibTeX @inproceedings{DBLP:conf/nips/RowlandOTPVPM19,
title = {Multiagent Evaluation under Incomplete Information},
author = {Mark Rowland and Shayegan Omidshafiei and Karl Tuyls and Julien P é and Michal Valko and Georgios Piliouras and R é},
url = {http://papers.nips.cc/paper/9395-multiagent-evaluation-under-incomplete-information},
year = {2019},
date = {2019-01-01},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14
December 2019, Vancouver, BC, Canada},
pages = {12270--12282},
crossref = {DBLP:conf/nips/2019},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
í, Richard Kl; Bloembergen, Daan; Kaisers, Michael; Tuyls, Karl Robust temporal difference learning for critical domains Journal Article CoRR, abs/1901.08021 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1901-08021,
title = {Robust temporal difference learning for critical domains},
author = {Richard Kl í and Daan Bloembergen and Michael Kaisers and Karl Tuyls},
url = {http://arxiv.org/abs/1901.08021},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1901.08021},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Schnieders, Benjamin; Luo, Shan; Palmer, Gregory; Tuyls, Karl Fully Convolutional One-Shot Object Segmentation for Industrial Robotics Journal Article CoRR, abs/1903.00683 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1903-00683,
title = {Fully Convolutional One-Shot Object Segmentation for Industrial Robotics},
author = {Benjamin Schnieders and Shan Luo and Gregory Palmer and Karl Tuyls},
url = {http://arxiv.org/abs/1903.00683},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1903.00683},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Lockhart, Edward; Lanctot, Marc; é, Julien P; -, Jean; Morrill, Dustin; Timbers, Finbarr; Tuyls, Karl Computing Approximate Equilibria in Sequential Adversarial Games by
Exploitability Descent Journal Article CoRR, abs/1903.05614 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1903-05614,
title = {Computing Approximate Equilibria in Sequential Adversarial Games by
Exploitability Descent},
author = {Edward Lockhart and Marc Lanctot and Julien P é and Jean - and Dustin Morrill and Finbarr Timbers and Karl Tuyls},
url = {http://arxiv.org/abs/1903.05614},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1903.05614},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Butterworth, James; Savani, Rahul; Tuyls, Karl Evolving Indoor Navigational Strategies Using Gated Recurrent Units
In NEAT Journal Article CoRR, abs/1904.06239 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1904-06239,
title = {Evolving Indoor Navigational Strategies Using Gated Recurrent Units
In NEAT},
author = {James Butterworth and Rahul Savani and Karl Tuyls},
url = {http://arxiv.org/abs/1904.06239},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1904.06239},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Letcher, Alistair; Balduzzi, David; è, Sébastien Racani; Martens, James; Foerster, Jakob N; Tuyls, Karl; Graepel, Thore Differentiable Game Mechanics Journal Article CoRR, abs/1905.04926 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1905-04926,
title = {Differentiable Game Mechanics},
author = {Alistair Letcher and David Balduzzi and Sébastien Racani è and James Martens and Jakob N Foerster and Karl Tuyls and Thore Graepel},
url = {http://arxiv.org/abs/1905.04926},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1905.04926},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Omidshafiei, Shayegan; Hennes, Daniel; Morrill, Dustin; é, R; é, Julien P; Lanctot, Marc; Gruslys, Audrunas; -, Jean; Tuyls, Karl Neural Replicator Dynamics Journal Article CoRR, abs/1906.00190 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1906-00190,
title = {Neural Replicator Dynamics},
author = {Shayegan Omidshafiei and Daniel Hennes and Dustin Morrill and R é and Julien P é and Marc Lanctot and Audrunas Gruslys and Jean - and Karl Tuyls},
url = {http://arxiv.org/abs/1906.00190},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1906.00190},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Lanctot, Marc; Lockhart, Edward; -, Jean; í, Vin; Upadhyay, Satyaki; é, Julien P; Srinivasan, Sriram; Timbers, Finbarr; Tuyls, Karl; Omidshafiei, Shayegan; Hennes, Daniel; Morrill, Dustin; Muller, Paul; Ewalds, Timo; Faulkner, Ryan; á, János Kram; Vylder, Bart De; Saeta, Brennan; Bradbury, James; Ding, David; Borgeaud, Sebastian; Lai, Matthew; Schrittwieser, Julian; Anthony, Thomas W; Hughes, Edward; Danihelka, Ivo; -, Jonah Ryan OpenSpiel: A Framework for Reinforcement Learning in Games Journal Article CoRR, abs/1908.09453 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1908-09453,
title = {OpenSpiel: A Framework for Reinforcement Learning in Games},
author = {Marc Lanctot and Edward Lockhart and Jean - and Vin í and Satyaki Upadhyay and Julien P é and Sriram Srinivasan and Finbarr Timbers and Karl Tuyls and Shayegan Omidshafiei and Daniel Hennes and Dustin Morrill and Paul Muller and Timo Ewalds and Ryan Faulkner and János Kram á and Bart De Vylder and Brennan Saeta and James Bradbury and David Ding and Sebastian Borgeaud and Matthew Lai and Julian Schrittwieser and Thomas W Anthony and Edward Hughes and Ivo Danihelka and Jonah Ryan -},
url = {http://arxiv.org/abs/1908.09453},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1908.09453},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Rowland, Mark; Omidshafiei, Shayegan; Tuyls, Karl; é, Julien P; Valko, Michal; Piliouras, Georgios; é, R Multiagent Evaluation under Incomplete Information Journal Article CoRR, abs/1909.09849 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1909-09849,
title = {Multiagent Evaluation under Incomplete Information},
author = {Mark Rowland and Shayegan Omidshafiei and Karl Tuyls and Julien P é and Michal Valko and Georgios Piliouras and R é},
url = {http://arxiv.org/abs/1909.09849},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1909.09849},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Muller, Paul; Omidshafiei, Shayegan; Rowland, Mark; Tuyls, Karl; é, Julien P; Liu, Siqi; Hennes, Daniel; Marris, Luke; Lanctot, Marc; Hughes, Edward; Wang, Zhe; Lever, Guy; Heess, Nicolas; Graepel, Thore; é, R A Generalized Training Approach for Multiagent Learning Journal Article CoRR, abs/1909.12823 , 2019. Links | BibTeX @article{DBLP:journals/corr/abs-1909-12823,
title = {A Generalized Training Approach for Multiagent Learning},
author = {Paul Muller and Shayegan Omidshafiei and Mark Rowland and Karl Tuyls and Julien P é and Siqi Liu and Daniel Hennes and Luke Marris and Marc Lanctot and Edward Hughes and Zhe Wang and Guy Lever and Nicolas Heess and Thore Graepel and R é},
url = {http://arxiv.org/abs/1909.12823},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1909.12823},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
