Daniel Furelos-Blanco

According to our database, Daniel Furelos-Blanco authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Robust Reward Machines from Noisy Labels.

Roko Parac, Lorenzo Nodari, Leo Ardon, Daniel Furelos-Blanco, Federico Cerutti, Alessandra Russo

Proceedings of the 21st International Conference on Principles of Knowledge Representation and Reasoning, 2024

Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX.

Clément Bonnet, Daniel Luo, Donal Byrne, Shikha Surana, Sasha Abramowitz, Paul Duckworth, Vincent Coyette, Laurence Illing Midgley, Elshadai Tegegn, Tristan Kalloniatis, Omayma Mahjoub, Matthew Macfarlane, Andries P. Smit, Nathan Grinsztajn, Raphaël Boige, Cemlyn N. Waters, Mohamed A. Mimouni, Ulrich A. Mbou Sob, Ruan de Kock, Siddarth Singh, Daniel Furelos-Blanco, Victor Le, Arnu Pretorius, Alexandre Laterre

Proceedings of the Twelfth International Conference on Learning Representations, 2024

TeamCollab: A Framework for Collaborative Perception-Cognition-Communication-Action.

Julian de Gortari Briseno, Roko Parac, Leo Ardon, Marc Roig Vilamala, Daniel Furelos-Blanco, Lance M. Kaplan, Vinod K. Mishra, Federico Cerutti, Alun D. Preece, Alessandra Russo, Mani Srivastava

Proceedings of the 27th International Conference on Information Fusion, 2024

2023

Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX.

Clément Bonnet, Daniel Luo, Donal Byrne, Shikha Surana, Vincent Coyette, Paul Duckworth, Laurence I. Midgley, Tristan Kalloniatis, Sasha Abramowitz, Cemlyn N. Waters, Andries P. Smit, Nathan Grinsztajn, Ulrich A. Mbou Sob, Omayma Mahjoub, Elshadai Tegegn, Mohamed A. Mimouni, Raphaël Boige, Ruan de Kock, Daniel Furelos-Blanco, Victor Le, Arnu Pretorius, Alexandre Laterre

CoRR, 2023

Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization.

Nathan Grinsztajn, Daniel Furelos-Blanco, Shikha Surana, Clément Bonnet, Tom Barrett

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hierarchies of Reward Machines.

Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo

Proceedings of the International Conference on Machine Learning, 2023

Learning Reward Machines in Cooperative Multi-agent Tasks.

Leo Ardon, Daniel Furelos-Blanco, Alessandra Russo

Proceedings of the Autonomous Agents and Multiagent Systems. Best and Visionary Papers - AAMAS 2023 Workshops, London, UK, May 29, 2023

2022

Population-Based Reinforcement Learning for Combinatorial Optimization.

Nathan Grinsztajn, Daniel Furelos-Blanco, Thomas D. Barrett

CoRR, 2022

2021

Induction and Exploitation of Subgoal Automata for Reinforcement Learning.

Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo

J. Artif. Intell. Res., 2021

2020

Induction of Subgoal Automata for Reinforcement Learning.

Daniel Furelos-Blanco, Mark Law, Alessandra Russo, Krysia Broda, Anders Jonsson

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Solving Multiagent Planning Problems with Concurrent Conditional Effects.

Daniel Furelos-Blanco, Anders Jonsson

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

CARPooL: Collective Adaptation using concuRrent PLanning.

Daniel Furelos-Blanco, Antonio Bucchiarone, Anders Jonsson

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Collective Adaptation through Concurrent Planning: the Case of Sustainable Urban Mobility.

Antonio Bucchiarone, Daniel Furelos-Blanco, Anders Jonsson, Fahmida Khandokar, Monjur M. Mourshed

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018