James Harland, John Thangarajah, Neil Yorke-Smith (2022), Quantifying the Progress of Goals in Intelligent Agents, In International journal of agent-oriented software engineering Volume 7 p.108-151.

Benoit Couraud, Valentin Robu, David Flynn, Merlinda Andoni, Sonam Norbu, Honorat Quinard (2022), Real-Time Control of Distributed Batteries with Blockchain-Enabled Market Export Commitments, In IEEE Transactions on Sustainable Energy Volume 13 p.579-591.

Q. Yang, T. D. Simão, Simon H. Tindemans, M.T.J. Spaan (2022), Refined Risk Management in Safe Reinforcement Learning with a Distributional Safety Critic, David Bossens, Stephen Giguere, Roderick Bloem, Bettina Koenighofer (Eds.), In Safe RL Workshop at IJCAI 2022.

Qisong Yang, Thiago D Simão, Simon H. Tindemans, Matthijs T.J. Spaan (2022), Safety-constrained reinforcement learning with a distributional safety critic, In Machine Learning Volume 112 p.859-887.

Desen Kirli, Benoit Couraud, Valentin Robu, Marcelo Salgado-Bravo, Sonam Norbu, Merlinda Andoni, Ioannis Antonopoulos, Matias Negrete-Pincetic, David Flynn, Aristides Kiprakis (2022), Smart contracts in energy systems: A systematic review of fundamental approaches and implementations, In Renewable and Sustainable Energy Reviews.

Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A.N. Bosman (2022), Solving multi-structured problems by introducing linkage kernels into GOMEA, In GECCO 2022 - Proceedings of the 2022 Genetic and Evolutionary Computation Conference p.703-711, Association for Computing Machinery (ACM).

Miguel Suau, Jinke He, Matthijs T.J. Spaan, Frans A. Oliehoek (2022), Speeding up Deep Reinforcement Learning through Influence-Augmented Local Simulators, In International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022 p.1735-1737, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).

Johan Los, Frederik Schulte, Matthijs T.J. Spaan, Rudy R. Negenborn (2022), Strategic Bidding in Decentralized Collaborative Vehicle Routing, Michael Freitag, Aseem Kinra, Herbert Kotzab, Nicole Megow (Eds.), In Dynamics in Logistics p.261-274, Springer.

G. Veviurko, J.W. Böhmer, Laurens Mackay, M.M. de Weerdt (2022), Surrogate DC Microgrid Models for Optimization of Charging Electric Vehicles under Partial Observability, In Energies Volume 15.

Geert L.J. Pingen, Christian R. van Ommeren, Cornelis J. van Leeuwen, Ruben W. Fransen, Tijmen Elfrink, Yorick C. de Vries, Janarthanan Karunakaran, Emir Demirović, Neil Yorke-Smith (2022), Talking Trucks: Decentralized Collaborative Multi-Agent Order Scheduling for Self-Organizing Logistics, Akshat Kumar, Sylvie Thiebaux, Pradeep Varakantham, William Yeoh (Eds.), In Proceedings of the 32nd International Conference on Automated Planning and Scheduling, ICAPS 2022 p.480-489, Association for the Advancement of Artificial Intelligence (AAAI).