Publications
View our outputs in collective behaviour
Discover the valuable insights we’ve revealed by applying our unique research methodologies.
Selected recent publications
| Year | Publication details |
|---|---|
| 2023 | Explaining workers' inactivity in social colonies from first principles Khajehnejad, M., García, J. & Meyer, B. Journal of the Royal Society, Interface 20, 2023 |
| 2023 | Social Learning versus Individual Learning in the Division of Labour Khajehnejad, M., García, J. & Meyer, B. Biology. 12, 2023 |
| 2023 | Using evolutionary game theory to understand scalability in task allocation Rizk, M., Garcia Gallego, J. , Aleti, A. & Green, D. P Genetic and Evolutionary Computation Conference, 2023. |
| 2023 | Mean-payoff games with ω-regular specifications Gutierrez, J., Steeples, T. & Wooldridge, M. Games. 13, 2023. |
| 2023 | Partial order games Zahoransky, V., Gutierrez, J., Harrenstein, P. & Wooldridge, M., 2022, In: Games. 13, 2023. |
| 2023 | A matrix-based approach to parity games Aggarwal, S., Stuckey De La Banda, A., Yang, L. & Gutierrez, J. Tools and Algorithms for the Construction and Analysis of Systems, TACAS 2023. |
| 2022 | Cooperative concurrent games Gutierrez, J., Kowara, S., Kraus, S., Steeples, T. & Wooldridge, M., Jan. Artificial Intelligence 314, 103806, 2023. |
| 2022 | Proximal policy optimization based reinforcement learning for joint bidding in energy and frequency regulation markets Anwar, M., Wang, C., De Nijs, F. & Wang, H., 2022 IEEE Power and Energy Society General Meeting, PESGM 2022. |
| 2022 | Goldilocks’ quarter-hectare urban farm: an agent-based model for improved pollination of community gardens and small-holder farms Dorin, A., Taylor, T. & Dyer, A. G. PLoS Sustainability and Transformation. 1, 17, e0000021, 2022. |
| 2022 | Spatial monitoring and insect behavioural analysis using computer vision for precision pollination Ratnayake, M. N., Amarathunga, D. C., Zaman, A., Dyer, A. G. & Dorin, A. International Journal of Computer Vision. 131, 2022. |
| 2021 | Cooperation and Reputation Dynamics with Reinforcement Learning Nicolas Anastassacos, Julian García, Stephen Hailes, and Mirco Musolesi. AAMAS, 2021. |
| 2021 | Multi-Agent Reinforcement Learning with Temporal Logic Specifications Lewis Hammond, Alessandro Abate, Julian Gutierrez, and Michael Wooldridge. AAMAS, 2021. |
| 2021 | Constrained Multi-agent Markov Decision Processes: a Taxonomy of Problems and Algorithms Frits de Nijs, Erwin Walraven, Mathijs M. de Weerdt, and Matthijs T. J. Spaan. Journal of Artificial Intelligence Research 70 (2021): 955-1001. |
| 2021 | Tracking individual honeybees among wildflower clusters with computer vision-facilitated pollinator monitoring Malika Nisal Ratnayake, Adrian G. Dyer, and Alan Dorin. Plos One, 2021. |
| 2020 | A computational model of task allocation in social insects: ecology and interactions alone can drive specialisation Rui Chen, Bernd Meyer, and Julian Garcia. Swarm Intelligence, 2020. |
| 2020 | Risk-Aware Conditional Replanning for Globally Constrained Multi-Agent Sequential Decision Making Frits de Nijs, Peter J. Stuckey. AAMAS, 2020. |
| 2020 | Competition and pollen wars: simulations reveal the dynamics of competition mediated through heterospecific pollen transfer by non-flower constant insects A Dorin, T Taylor, M Burd, J Garcia, M Shrestha, AG Dyer. Theoretical Ecology, 2020. |
| 2019 | Reconsidering response threshold models — short-term response patterns in thermoregulating bumblebees Anja Weidenmüller, Rui Chen, and Bernd Meyer. Behavioral Ecology and Sociobiology, 73(8), 2019. |
| 2019 | Evolution of coordinated punishment to enforce cooperation from an unbiased strategy space J García, A Traulsen. Journal of the Royal Society Interface, 2019. |
| 2018 | Infrastructure construction without information exchange – the trail clearing mechanism in Atta leaf-cutter ants Thomas Bochynek, Martin Burd, Christoph Kleineidam, and Bernd Meyer. Proceedings of the Royal Society London B, 286, 2018. |