| Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization N Grinsztajn, D Furelos-Blanco, S Surana, C Bonnet, TD Barrett Advances in Neural Information Processing Systems (NeurIPS), 2023 | 83* | 2023 |
| Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX C Bonnet, D Luo, D Byrne, S Surana, S Abramowitz, P Duckworth, ... International Conference on Learning Representations (ICLR), 2024 | 79* | 2024 |
| Induction and Exploitation of Subgoal Automata for Reinforcement Learning D Furelos-Blanco, M Law, A Jonsson, K Broda, A Russo Journal of Artificial Intelligence Research 70, 1031-1116, 2021 | 56 | 2021 |
| Induction of Subgoal Automata for Reinforcement Learning D Furelos-Blanco, M Law, A Russo, K Broda, A Jonsson AAAI Conference on Artificial Intelligence (AAAI), 2020 | 40 | 2020 |
| Hierarchies of Reward Machines D Furelos-Blanco, M Law, A Jonsson, K Broda, A Russo International Conference on Machine Learning (ICML), 2023 | 29 | 2023 |
| Forward-Search Temporal Planning with Simultaneous Events D Furelos Blanco, A Jonsson, HL Palacios Verdes, S Jiménez Workshop on Constraint Satisfaction Techniques for Planning and Scheduling …, 2018 | 15 | 2018 |
| CP4TP: A Classical Planning for Temporal Planning Portfolio D Furelos-Blanco, A Jonsson International Planning Competition - Temporal Track, 2018 | 11 | 2018 |
| Learning Reward Machines in Cooperative Multi-agent Tasks L Ardon, D Furelos-Blanco, A Russo Workshop on Neuro-Symbolic AI for Agent and Multi-Agent Systems (NeSyMAS …, 2023 | 9 | 2023 |
| Learning Robust Reward Machines from Noisy Labels R Parać, L Nodari, L Ardon, D Furelos-Blanco, F Cerutti, A Russo International Conference on Principles of Knowledge Representation and …, 2024 | 8 | 2024 |
| Solving Multiagent Planning Problems with Concurrent Conditional Effects D Furelos-Blanco, A Jonsson AAAI Conference on Artificial Intelligence (AAAI), 2019 | 7* | 2019 |
| CARPooL: Collective Adaptation using concuRrent PLanning D Furelos Blanco, A Bucchiarone, A Jonsson International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), 2018 | 6 | 2018 |
| TeamCollab: A framework for collaborative perception-cognition-communication-action J de Gortari Briseno, R Parać, L Ardon, MR Vilamala, D Furelos-Blanco, ... International Conference on Information Fusion (FUSION), 2024 | 4 | 2024 |
| Collective Adaptation through Concurrent Planning: the Case of Sustainable Urban Mobility A Bucchiarone, D Furelos-Blanco, A Jonsson, F Khandokar, M Mourshed International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), 2018 | 4 | 2018 |
| : Learning Expressive and Transferable First-Order Logic Reward Machines L Ardon, D Furelos-Blanco, R Parać, A Russo International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2025 | 3* | 2025 |
| Learning and Generalization in Atari Games D Furelos Blanco Universitat Pompeu Fabra, 2015 | 2 | 2015 |
| Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs D Furelos-Blanco, C Pert, F Kelbel, AF Spies, A Russo, M Dennis AAAI Conference on Artificial Intelligence (AAAI), 2026 | | 2026 |
| Learning and Exploiting Reward Machines for Reinforcement Learning D Furelos Blanco Imperial College London, 2023 | | 2023 |
| Universal PDDL Parser-Multiagent Extension D Furelos Blanco, G Frances, A Jonsson https://doi.org/10.5281/zenodo.2593129, 2019 | | 2019 |
| Resolution of Concurrent Planning Problems using Classical Planning D Furelos Blanco Universitat Pompeu Fabra, 2017 | | 2017 |
Anders JonssonArtificial Intelligence and Machine Learning group, Universitat Pompeu FabraVerified email at upf.edu
