Karl Tuyls
Orcid: 0000-0001-7929-1944Affiliations:
- Google DeepMind
- University of Liverpool
According to our database1,
Karl Tuyls
authored at least 221 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
Using deep reinforcement learning to promote sustainable human behaviour on a common pool resource problem.
CoRR, 2024
States as Strings as Strategies: Steering Language Models with Game-Theoretic Solvers.
CoRR, 2024
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
2023
Heterogeneous Social Value Orientation Leads to Meaningful Diversity in Sequential Social Dilemmas.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
J. Artif. Intell. Res., 2022
CoRR, 2022
AI Commun., 2022
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
2021
J. Artif. Intell. Res., 2021
From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Auton. Agents Multi Agent Syst., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
2019
Minimal navigation solution for a swarm of tiny flying robots to explore an unknown environment.
Sci. Robotics, 2019
Robotics Auton. Syst., 2019
SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes.
Auton. Agents Multi Agent Syst., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 Conference on Artificial Life, 2019
Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
2018
IEEE Robotics Autom. Lett., 2018
J. Mach. Learn. Res., 2018
Frontiers Robotics AI, 2018
SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes.
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 Conference on Artificial Life, 2018
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input.
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Value-Decomposition Networks For Cooperative Multi-Agent Learning Based On Team Reward.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the 2018 AAAI Spring Symposia, 2018
2017
Efficient Optical Flow and Stereo Vision for Velocity Estimation and Obstacle Avoidance on an Autonomous Pocket Drone.
IEEE Robotics Autom. Lett., 2017
Knowl. Eng. Rev., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2017
Proceedings of the Fourteenth European Conference Artificial Life, 2017
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
2016
Intell. Data Anal., 2016
Proceedings of the STAIRS 2016, 2016
Improved deep reinforcement learning for robotics through distribution-based experience retention.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Local histogram matching for efficient optical flow computation applied to velocity estimation on pocket drones.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the ICEIS 2016, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the Distributed Autonomous Robotic Systems, 2016
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016
2015
ACM Trans. Intell. Syst. Technol., 2015
Factored four way conditional restricted Boltzmann machines for activity recognition.
Pattern Recognit. Lett., 2015
J. Artif. Intell. Res., 2015
Connect. Sci., 2015
Proceedings of the Towards Autonomous Robotic Systems - 16th Annual Conference, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Towards a methodology for describing the relationship between simulation and reality.
Proceedings of the Thirteenth European Conference Artificial Life, 2015
Multi-Agent Target Tracking using Particle Filters enhanced with Context Data: (Demonstration).
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Effective Approximations for Multi-Robot Coordination in Spatially Distributed Tasks.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Survival of the Chartist: An Evolutionary Agent-Based Analysis of Stock Market Trading.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Proceedings of the Population Reconstruction, 2015
2014
Auton. Agents Multi Agent Syst., 2014
Proceedings of the RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, 2014
Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games.
Proceedings of the Multiagent System Technologies - 12th German Conference, 2014
Proceedings of the 16th LWA Workshops: KDML, 2014
Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory.
Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the Recent Advances in Agent-based Complex Automated Negotiation [revised and extended papers from the 7th International Workshop on Agent-based Complex Automated Negotiation, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014
Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014
Proceedings of the Artificial Life and Intelligent Agents - First International Symposium, 2014
Proceedings of the Artificial Life and Intelligent Agents - First International Symposium, 2014
Proceedings of the Artificial Life and Intelligent Agents - First International Symposium, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013
Automatically Mapped Transfer between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains.
Proceedings of the IJCAI 2013, 2013
Proceedings of the IEEE International Conference on Mechatronics, 2013
Proceedings of the Intelligent Robotics and Applications - 6th International Conference, 2013
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
OctoSLAM: a 3D mapping approach to situational awareness of unmanned aerial vehicles.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
Optimizing complex automated negotiation using sparse pseudo-input gaussian processes.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
Proceedings of the Designing Intelligent Robots: Reintegrating AI II, 2013
2012
Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks.
Int. J. Commun. Networks Distributed Syst., 2012
Proceedings of the Multiagent System Technologies - 10th German Conference, 2012
Proceedings of the Multiagent System Technologies - 10th German Conference, 2012
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
Reinforcement Learning for Self-organizing Wake-Up Scheduling in Wireless Sensor Networks.
Proceedings of the Agents and Artificial Intelligence - Third International Conference, 2011
Self-organizing Synchronicity and Desynchronicity using Reinforcement Learning.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011
Proceedings of the Multi-Agent Systems - 9th European Workshop, 2011
Proceedings of the Multi-Agent Systems - 9th European Workshop, 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
FAQ-Learning in Matrix Games: Demonstrating Convergence Near Nash Equilibria, and Bifurcation of Attractors in the Battle of Sexes.
Proceedings of the Interactive Decision Theory and Game Theory, 2011
2010
Proceedings of the Interactive Collaborative Information Systems, 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Stigmergic landmark routing: a routing algorithm for wireless mobile ad-hoc networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
2009
Entertain. Comput., 2009
Proceedings of the Adaptive and Learning Agents, Second Workshop, 2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
Proceedings of the Adaptive and Learning Agents, Second Workshop, 2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
Proceedings of the Adaptive and Learning Agents, Second Workshop, 2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
Proceedings of the Multi-Agent Systems - Simulation and Applications., 2009
2008
Proceedings of the Computational Intelligence in Bioinformatics, 2008
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008
Theoretical Advantages of Lenient Learners: An Evolutionary Game Theoretic Perspective.
J. Mach. Learn. Res., 2008
J. Artif. Intell. Res., 2008
CoRR, 2008
Proceedings of the New Frontiers for Entertainment Computing, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008
Bayes-Relational Learning of Opponent Models from Incomplete Information in No-Limit Poker.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Artif. Intell., 2007
Auton. Agents Multi Agent Syst., 2007
Proceedings of the Machine Learning: ECML 2007, 2007
Proceedings of the Cooperative Information Agents XI, 11th International Workshop, 2007
Theoretical advantages of lenient Q-learners: an evolutionary game theoretic perspective.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
Proceedings of the Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning, 2007
Priority Awareness: Towards a Computational Model of Human Fairness for Multi-agent Systems.
Proceedings of the Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning, 2007
2006
Auton. Agents Multi Agent Syst., 2006
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
Proceedings of the Knowledge Discovery and Emergent Complexity in Bioinformatics, 2006
Proceedings of the Knowledge Discovery and Emergent Complexity in Bioinformatics, 2006
Proceedings of the Knowledge Discovery and Emergent Complexity in Bioinformatics, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006
2005
Knowl. Eng. Rev., 2005
Proceedings of the Learning and Adaption in Multi-Agent Systems, 2005
Proceedings of the Learning and Adaption in Multi-Agent Systems, 2005
Privacy in Multi-Agent Learning: Securely Inducing a Multi-Agent Decision Tree.
Proceedings of the EUMAS 2005, 2005
Towards a Common Lexicon in The Naming Game: The Dynamics of Synonymy Reduction.
Proceedings of the BNAIC 2005, 2005
Coordinated exploration in multi-agent reinforcement learning: an application to load-balancing.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Proceedings of the Adaptive Agents and Multi-Agent Systems II: Adaptation and Multi-Agent Learning, 2005
2004
Synth., 2004
Proceedings of the Machine Learning: ECML 2004, 2004
2003
Extended Replicator Dynamics as a Key to Reinforcement Learning in Multi-agent Systems.
Proceedings of the Machine Learning: ECML 2003, 2003
On a Dynamical Analysis of Reinforcement Learning in Games: Emergence of Occam's Razor.
Proceedings of the Multi-Agent Systems and Applications III, 2003
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003
2002
Proceedings of the RoboCup 2002: Robot Soccer World Cup VI, 2002
Q-Learning in Simulated Robotic Soccer - Large State Spaces and Incomplete Information.
Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002