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 | 35 | 2021 |
Induction of Subgoal Automata for Reinforcement Learning D Furelos-Blanco, M Law, A Russo, K Broda, A Jonsson Proceedings of the 34th AAAI Conference on Artificial Intelligence, 3890-3897, 2020 | 35 | 2020 |
Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization N Grinsztajn, D Furelos-Blanco, S Surana, C Bonnet, TD Barrett Proceedings of the 37th Conference on Neural Information Processing Systems …, 2023 | 16* | 2023 |
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX C Bonnet, D Luo, D Byrne, S Surana, S Abramowitz, P Duckworth, ... Proceedings of the 12th International Conference on Learning Representations …, 2024 | 12* | 2024 |
Forward-Search Temporal Planning with Simultaneous Events D Furelos Blanco, A Jonsson, HL Palacios Verdes, S Jiménez Proceedings of the 13th Workshop on Constraint Satisfaction Techniques for …, 2018 | 12 | 2018 |
CP4TP: A Classical Planning for Temporal Planning Portfolio D Furelos-Blanco, A Jonsson International Planning Competition - Temporal Track, 2018 | 7 | 2018 |
Hierarchies of Reward Machines D Furelos-Blanco, M Law, A Jonsson, K Broda, A Russo Proceedings of the 40th International Conference on Machine Learning, 2023 | 6 | 2023 |
Collective Adaptation through Concurrent Planning: the Case of Sustainable Urban Mobility A Bucchiarone, D Furelos-Blanco, A Jonsson, F Khandokar, M Mourshed Proceedings of the 17th International Conference on Autonomous Agents and …, 2018 | 4 | 2018 |
CARPooL: Collective Adaptation using concuRrent PLanning D Furelos Blanco, A Bucchiarone, A Jonsson Proceedings of the 17th International Conference on Autonomous Agents and …, 2018 | 4 | 2018 |
Solving Multiagent Planning Problems with Concurrent Conditional Effects D Furelos-Blanco, A Jonsson Proceedings of the 33rd AAAI Conference on Artificial Intelligence, 7594-7601, 2019 | 3 | 2019 |
Learning and Generalization in Atari Games D Furelos Blanco Universitat Pompeu Fabra, 2015 | 2 | 2015 |
Learning Reward Machines in Cooperative Multi-agent Tasks L Ardon, D Furelos-Blanco, A Russo International Conference on Autonomous Agents and Multiagent Systems, 43-59, 2023 | 1 | 2023 |
Solving Concurrent Multiagent Planning using Classical Planning D Furelos Blanco, A Jonsson Proceedings of the 6th Workshop on Distributed and Multi-Agent Planning …, 2018 | 1 | 2018 |
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 |