Gabriel Paludo Licks

According to our database, Gabriel Paludo Licks authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Enhancing Deep Sequence Generation with Logical Temporal Knowledge.

Elena Umili, Gabriel Paludo Licks, Fabio Patrizi

Proceedings of the 3rd International Workshop on Process Management in the AI Era (PMAI 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

Monte Carlo Tree Search with State Merging for Reinforcement Learning in Regular Decision Processes.

Gabriel Paludo Licks, Fabio Patrizi, Giuseppe De Giacomo

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Monte Carlo Tree Search with State Merging for Reinforcement Learning in Regular Decision Processes (Short paper).

Gabriel Paludo Licks

Proceedings of the AIxIA Doctoral Consortium 2023 co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes.

Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2020

Automated Database Indexing using Model-free Reinforcement Learning.

Gabriel Paludo Licks, Felipe Meneguzzi

CoRR, 2020

SmartIX: A database indexing agent based on reinforcement learning.

Gabriel Paludo Licks, Júlia Mara Colleoni Couto, Priscilla de Fátima Miehe, Renata De Paris, Duncan Dubugras A. Ruiz, Felipe Meneguzzi

Appl. Intell., 2020

Using Self-Attention LSTMs to Enhance Observations in Goal Recognition.

Leonardo Amado, Gabriel Paludo Licks, Matheus Marcon, Ramon Fraga Pereira, Felipe Meneguzzi

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020