Research Papers


  • Cláudia Magalhães, Alberto Sardinha, João Araújo. MARE: an Active Learning Approach for Requirements Classification. RE@Next! track of the 29th IEEE International Requirements Engineering Conference, September 2021.

  • João G. Ribeiro, Miguel Faria, Alberto Sardinha, Francisco S. Melo. Helping People On The Fly: Ad Hoc Teamwork for Human-Robot Teams. 20th EPIA Conference on Artificial Intelligence, September 2021.

  • Pedro M. Santos, João G. Ribeiro, Alberto Sardinha, Francisco S. Melo. Ad Hoc Teamwork in the Presence of Non-Stationary Teammates. 20th EPIA Conference on Artificial Intelligence, September 2021.

  • Dolev Mutzari, Jiarui Gan, and Sarit Kraus. Coalition Formation in Multi-defender Security Games, AAAI 2021.

  • Guilherme Varela, Pedro Santos, Alberto Sardinha, and Francisco Melo. A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers, AAAI Workshop on AI for Urban Mobility (AI4UM), February 2021.

  • Domingos, E. F., Grujić, J., Burguillo, J. C., Santos, F. C., & Lenaerts, T. (2021). Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning. Simulation Modelling Practice and Theory, 102299.

  • Overwater, A. and Yorke-Smith; N. Agent-Based Simulation of Short-Term Peer-to-Peer Rentals: Evidence from the Amsterdam Housing Market. Environment and Planning B: Urban Analytics and City Science, 2021.

  • Telang, P.; Singh, M.; and Yorke-Smith, N. Maintenance of Social. Commitments in Multiagent Systems. Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), Vancouver, Canada, February 2021.

  • Termos, A.; Picascia, S.; and Yorke-Smith, N. Agent-Based Simulation of West Asian Urban Dynamics: Impact of Refugees. Journal of Artificial Societies and Social Simulation, 24(1), January 2021.

  • André Meyer-Vitali, Wico Mulder, Maaike de Boer. Modular Design Patterns for Hybrid Actors. Cooperative AI Workshop at NeurIPS 2021.


  • Fernández Domingos, E., Grujić, J., Burguillo, J. C., Kirchsteiger, G., Santos, F. C., & Lenaerts, T. (2020). Timing uncertainty in collective risk dilemmas encourages group reciprocation and polarization. iScience 23(12): 101752.

  • Paul E. Dunne, Paul Harrenstein, Sarit Kraus, and Michael Wooldridge. Delegating Decisions in Strategic Settings, IEEE Transactions on Artificial Intelligence, 2020.

  • Fernández Domingos, E., Terrucha, I., Suchon, R., Grujić, J., Burguillo, J.C. , Santos F.C., Lenaerts T. (2020) Delegation to autonomous agents promotes cooperation in collective-risk dilemmas. NeurIPS workshop on Cooperative AI, December 2020.

  • Nieves Montes and Carles Sierra. Value alignment equilibrium in multiagent systems. In TAILOR workshop at the 24th European Conference on Artificial Intelligence, 2020.

  • Gevers, L. and Yorke-Smith, N. Cooperation in Harsh Environments: The Effects of Noise in Iterated Prisoner's Dilemma. Proceedings of the 32th Benelux Conference on Artificial Intelligence (BNAIC'20), Leiden, Netherlands, November 2020.