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Number of items: 59.


Srinivasan, Sriram, Lanctot, Marc, Zambaldi, Vinicius, Perolat, Julien, Tuyls, Karl, Munos, Remi and Bowling, Michael
(2018) Actor-Critic Policy Optimization in Partially Observable Multiagent Environments. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), 31. pp. 3422-3435.


Broecker, B
(2018) Bio-inspired multi-robot coordination. PhD thesis, University of Liverpool.


Tuyls, Karl, Perolat, Julien, Lanctot, Marc, Hughes, Edward, Everett, Richard, Leibo, Joel Z, Szepesvari, Csaba and Graepel, Thore
(2020) Bounds and dynamics for empirical game theoretic analysis. AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, 34 (1). p. 7.


Williams, Richard, Konev, Boris ORCID: 0000-0002-6507-0494 and Coenen, Frans ORCID: 0000-0003-1026-6649
(2015) Collaborating Low Cost Micro Aerial Vehicles: A Demonstration. TOWARDS AUTONOMOUS ROBOTIC SYSTEMS (TAROS 2015), 9287. pp. 296-302.


Claes, Daniel, Oliehoek, Frans ORCID: 0000-0003-4372-5055, Baier, Hendrik and Tuyls, Karl
(2017) Decentralised Online Planning for Multi-Robot Warehouse Commissioning. In: 16th International Conference on Autonomous Agents and Multiagent Systems, 2017-5-8 - 2017-5-12, Sao Paulo, Brazil.


Schnieders, Benjamin
(2020) Deep Learning in the Factory of the Future. Doctor of Philosophy thesis, University of Liverpool.


Santos, Gabrielle, Tamma, Valentina AM ORCID: 0000-0002-1320-610X, Payne, Terry R ORCID: 0000-0002-0106-8731 and Grasso, Floriana ORCID: 0000-0001-8419-6554
(2016) A Dialogue Protocol to Support Meaning Negotiation.: (Extended Abstract). .


Collenette, Joe, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bloembergen, Daan and Tuyls, Karl
(2016) The Effect of Mobility and Emotion on Interactions in Multi-Agent Systems. In: the Eighth European Starting AI Researcher Symposium (STAIRS), 2016-8-29 - 2016-8-30, The Hague, Netherlands.


Claes, Daniel, Robbel, Philippe, Oliehoek, Frans, Tuyls, Karl, Hennes, Daniel and Van der Hoek, Wiebe
(2000) Effective Approximations for Multi Robot Coordination in Spatially Distributed Tasks. In: AAMAS 2015. (In Press)


Claes, Daniel, Robbel, Philipp, Oliehoek, Frans A ORCID: 0000-0003-4372-5055, Tuyls, Karl, Hennes, Daniel and van der Hoek, Wiebe
(2015) Effective Approximations for Multi-Robot Coordination in Spatially Distributed Tasks. In: Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, Istanbul, Turkey.


Claes, Daniel, Robbel, Philipp, Oliehoek, Frans ORCID: 0000-0003-4372-5055, Tuyls, Karl, Hennes, Daniel and Van Der Hoek, Wiebe
(2015) Effective Approximations for Multi-Robot Coordination in Spatially Distributed Tasks. Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015). pp. 881-890.


Claes, Daniel, Robbel, Philipp, Oliehoek, Frans A ORCID: 0000-0003-4372-5055, Hennes, Daniel, Tuyls, Karl and Van der Hoek, Wiebe
(2015) Effective Approximations for Spatial Task Allocation Problems. .


McGuire, Kimberly, Croon, Guido de, Wagter, Christophe De, Tuyls, Karl and Kappen, Hilbert J
(2016) Efficient Optical flow and Stereo Vision for Velocity Estimation and Obstacle Avoidance on an Autonomous Pocket Drone. CoRR, abs/16.


Lazaridou, Angeliki, Hermann, Karl Moritz, Tuyls, Karl and Clark, Stephen
(2018) Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input. .


Cao, Kris, Lazaridou, Angeliki, Lanctot, Marc, Leibo, Joel Z, Tuyls, Karl and Clark, Stephen
(2018) Emergent Communication through Negotiation. 6th International Conference on Learning Representations, ICLR 2018 - Conference Track Proceedings, abs/18.


Collenette, Joe, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bloembergen, Daan and Tuyls, Karl
(2017) Environmental effects on simulated emotional and moody agents. KNOWLEDGE ENGINEERING REVIEW, 32. e19-e19.


Bloembergen, Daan, Tuyls, Karl, Hennes, Daniel and Kaisers, Michael
(2015) Evolutionary Dynamics of Multi-Agent Learning: A Survey. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 53. pp. 659-697.


de Bruin, Tim, Kober, Jens, Tuyls, Karl and Babuska, Robert
(2018) Experience Selection in Deep Reinforcement Learning for Control. JOURNAL OF MACHINE LEARNING RESEARCH, 19. pp. 1-56.


Mocanu, Decebal, Ammar, Haitham Bou, Lowet, Dietwig, Driessens, Kurt, Liotta, Antonio, Weiss, Gerhard and Tuyls, Karl
(2015) Factored four way conditional restricted Boltzmann machines for activity recognition. Pattern Recognition Letters, 66. pp. 100-108.


Schnieders, Benjamin and Tuyls, Karl
(2018) Fast Convergence for Object Detection by Learning how to Combine Error Functions. 2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), abs/18. pp. 7329-7335.


Tuyls, Karl, Omidshafiei, Shayegan, Muller, Paul, Wang, Zhe, Connor, Jerome, Hennes, Daniel, Graham, Ian, Spearman, William, Waskett, Tim, Steele, Dafydd
et al (show 26 more authors) (2021) Game Plan: What AI can do for Football, and What Football can do for AI. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 71. pp. 41-88.


Fossel, J
(2018) Improving Light Detection and Ranging based Simultaneous Localization and Mapping with advanced Map Representations. PhD thesis, University of Liverpool.


Palmer, Gregory
(2020) Independent Learning Approaches: Overcoming Multi-Agent Learning Pathologies In Team-Games. PhD thesis, University of Liverpool.


Hughes, Edward, Leibo, Joel Z, Phillips, Matthew, Tuyls, Karl, Duenez-Guzman, Edgar, Castaneda, Antonio Garcia, Dunning, Iain, Zhu, Tina, McKee, Kevin, Koster, Raphael
et al (show 2 more authors) (2018) Inequity aversion improves cooperation in intertemporal social dilemmas. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), 31. pp. 3326-3336.


Bloembergen, Daan, Caliskanelli, Ipek and Tuyls, Karl
(2015) Learning in Networked Interactions: A Replicator Dynamics Approach. ARTIFICIAL LIFE AND INTELLIGENT AGENTS, ALIA 2014, 519. pp. 44-58.


Palmer, Gregory, Tuyls, Karl, Bloembergen, Daan and Savani, Rahul ORCID: 0000-0003-1262-7831
(2018) Lenient Multi-Agent Deep Reinforcement Learning. .


Palmer, Gregory, Tuyls, Karl, Bloembergen, Daan and Savani, Rahul ORCID: 0000-0003-1262-7831
(2018) Lenient Multi-Agent Deep Reinforcement Learning. In: International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Stockholm.


McGuire, Kimberly, de Croon, Guido, de Wagter, Christophe, Reines, Ban, Tuyls, Karl and Kappen, Hilbert
(2016) Local Histogram Matching for Efficient Optical Flow Computation Applied to Velocity Estimation on Pocket Drones. 2016 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2016-J. pp. 3255-3260.


McGuire, Kimberly, Croon, Guido CHE de, Wagter, Christophe De, Remes, Bart, Tuyls, Karl and Kappen, Hilbert J
(2016) Local histogram matching for efficient optical flow computation applied to velocity estimation on pocket drones. In: IEEE International Conference on Robotics and Automation (ICRA), 2016-5-16 - 2016-4-14, Stockholm, Sweden. (In Press)


Butterworth, James ORCID: 0000-0002-6446-6577
(2023) Manifolds & Memory: Improving the Search Speed of Evolutionary Algorithms. PhD thesis, University of Liverpool.


Balduzzi, David, Racaniere, Sebastien, Martens, James, Foerster, Jakob, Tuyls, Karl and Graepel, Thore
(2018) The Mechanics of n-Player Differentiable Games. .


Schneider, E ORCID: 0000-0002-2354-126X
(2018) Mechanism Selection for Multi-Robot Task Allocation. Doctor of Philosophy thesis, University of Liverpool.


Claes, Daniel and Tuyls, Karl
(2018) Multi robot collision avoidance in a shared workspace. AUTONOMOUS ROBOTS, 42 (8). pp. 1749-1770.


Klima, R
(2019) Multi-Agent Learning for Security and Sustainability. PhD thesis, University of Liverpool.


Efremova, Julia, Ranjbar-Sahraei, Bijan, Rahmani, Hossein, Oliehoek, Frans A ORCID: 0000-0003-4372-5055, Calders, Toon, Tuyls, Karl and Weiss, Gerhard
(2015) Multi-Source Entity Resolution for Genealogical Data. In: Population Reconstruction. Springer International Publishing, pp. 129-154. ISBN 9783319198835


Omidshafiei, Shayegan, Hennes, Daniel, Garnelo, Marta, Wang, Zhe, Recasens, Adria, Tarassov, Eugene, Yang, Yi, Elie, Romuald, Connor, Jerome T, Muller, Paul
et al (show 9 more authors) (2022) Multiagent off-screen behavior prediction in football. SCIENTIFIC REPORTS, 12 (1). 8638-.


Palmer, Gregory, Savani, Rahul ORCID: 0000-0003-1262-7831 and Tuyls, Karl
(2019) Negative Update Intervals in Deep Multi-Agent Reinforcement Learning. .


Anastasiadis, E, Deng, X, Krysta, P, Li, M, Qiao, H and Zhang, J
(2016) Network pollution games. In: 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), 2016-5-9 - 2016-5-13.


Ranjbar-Sahraei, Bijan, Ammar, Haitham Bou, Tuyls, Karl and Weiss, Gerhard
(2015) On the Skewed Degree Distribution of Hierarchical Networks. In: ASONAM '15: Advances in Social Networks Analysis and Mining 2015, 2015-8-25 - 2015-8-28, Paris, France.


Collenette, Joe, Atkinson, KM ORCID: 0000-0002-5683-4106, Bloembergen, Daniel and Tuyls, Karl
(2018) On the role of mobility and interaction topologies in social dilemmas. In: 2018 Conference on Artificial Life, 2018-7-23 - 2018-7-27, Tokyo, Japan.


Kuijpers, Bart, Lemmens, Vanessa, Moelans, Bart and Tuyls, Karl
(2008) Privacy Preserving ID3 over Horizontally, Vertically and Grid Partitioned Data.


Satsangi, Yash, Whiteson, Shimon and Oliehoek, Frans A ORCID: 0000-0003-4372-5055
(2016) Probably Approximately Correct Greedy Maximization: (Extended Abstract). .


Balduzzi, David, Tuyls, Karl, Perolat, Julien and Graepel, Thore
(2018) Re-evaluating Evaluation. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), 31. pp. 3268-3279.


Klima, Richard, Bloembergen, Daan, Kaisers, Michael and Tuyls, Karl
(2019) Robust Temporal Difference Learning for Critical Domains. AAMAS '19: PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, 1. pp. 350-358.


Zhang, Chengwei, Li, Xiaohong, Hao, Jianye, Chen, Siqi, Tuyls, Karl, Feng, Zhiyong, Xue, Wanli and Chen, Rong
(2018) SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. In: AAMAS 2018, 2018-7-10 - 2018-7-15, Stockholm, Sweden.


Belardinelli, Francesco, van Ditmarsch, Hans and van der Hoek, Wiebe
(2016) Second-order Propositional Announcement Logic. In: International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), 2016-5-9 - 2016-5-13, Singapore.


Collenette, Joe
(2020) Simulated Emotions and Mood as part of Decision Making in a Mobile Agent Society. PhD thesis, University of Liverpool.


Li, Xiaohong, Zhang, Chengwei, Hao, Jianye, Tuyls, Karl, Chen, Siqi and Feng, Zhiyong
(2016) Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes. In: 22nd European Conference on Artificial Intelligence (ECAI), 2016-8-29 - 2016-9-2, The Hague, Netherlands.


Klima, Richard, Bloembergen, Daan, Savani, Rahul ORCID: 0000-0003-1262-7831, Tuyls, Karl, Hennes, Daniel and Izzo, Dario
(2016) Space Debris Removal: A Game Theoretic Analysis. In: European Conference on Artificial Intelligence (ECAI), 2016-8-29 - 2016-9-2, The Hague, NL.


Klima, Richard, Bloembergen, Daan, Savani, Rahul ORCID: 0000-0003-1262-7831, Tuyls, Karl, Wittig, Alexander, Sapera, Andrei and Izzo, Dario
(2018) Space Debris Removal: Learning to Cooperate and the Price of Anarchy. Frontiers in Robotics and AI, 5 (JUN). 54-.


Collenette, Joe, Atkinson, Katie ORCID: 0000-0002-5683-4106, Bloembergen, Daan and Tuyls, Karl
(2019) Stability of Human-Inspired Agent Societies. .


Tuyls, Karl, Perolat, Julien, Lanctot, Marc, Ostrovski, Georg, Savani, Rahul ORCID: 0000-0003-1262-7831, Leibo, Joel, Ord, Toby, Graepel, Thore and Legg, Shane
(2018) Symmetric Decomposition of Asymmetric Games. Scientific Reports, 8 (1). 1015-.


Riley, L, Atkinson, K ORCID: 0000-0002-5683-4106, Dunne, P ORCID: 0000-0002-6033-3742 and Payne, T ORCID: 0000-0002-0106-8731
(2016) A Synergy Coalition Group based Dynamic Programming Algorithm for Coalition Formation. In: 2016 International Conference on Autonomous Agents & Multiagent Systems, Singapore.


Tuyls, Karl, Alers, Sjriek, Cucco, Elisa, Claes, Daniel and Bloembergen, Daan
(2016) A Telepresence-Robot Approach for Efficient Coordination of Swarms. In: The 15th International Conference on the Synthesis and Simulation of Living Systems (Alife), 2016-7-4 - 2016-7-8, Cancun, Mexico.


Lanctot, Marc, Zambaldi, Vinicius, Gruslys, Audrunas, Lazaridou, Angeliki, Tuyls, Karl, Perolat, Julien, Silver, David and Graepel, Thore
(2017) A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning. The Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), 30. pp. 4191-4204.


Lanctot, Marc, Zambaldi, Vinícius Flores, Gruslys, Audrunas, Lazaridou, Angeliki, Tuyls, Karl, Pérolat, Julien, Silver, David and Graepel, Thore
(2017) A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning. In: NIPS, 2017-12-4 - 2017-11-9, Long Beach, California.


Chen, Siqi, Zhou, Shuang, Weiss, Gerhard and Tuyls, Karl
(2016) Using Transfer Learning to Model Unknown Opponents in Automated Negotiations. .


Omidshafiei, Shayegan, Papadimitriou, Christos, Piliouras, Georgios, Tuyls, Karl, Rowland, Mark, Lespiau, Jean-Baptiste, Czarnecki, Wojciech M, Lanctot, Marc, Perolat, Julien and Munos, Remi
(2019) alpha-Rank: Multi-Agent Evaluation by Evolution. SCIENTIFIC REPORTS, 9 (1). 9937-.


Perolat, Julien, Leibo, Joel Z, Zambaldi, Vinicius, Beattie, Charles, Tuyls, Karl and Graepel, Thore
(2017) A multi-agent reinforcement learning model of common-pool resource appropriation. The Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), 30. pp. 3644-3653.

This list was generated on Sun Oct 1 23:12:23 2023 BST.