Gabriel Paludo Licks

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Transition Matrices

Decision Process

Reinforcement Learning

Top Venues

Publications

Gabriel Paludo Licks
Monte Carlo Tree Search with State Merging for Reinforcement Learning in Regular Decision Processes (Short paper). DC@AI*IA (2023)
Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes. IJCAI (2022)
Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes. CoRR (2022)
Gabriel Paludo Licks, Felipe Meneguzzi
Automated Database Indexing using Model-free Reinforcement Learning. CoRR (2020)
Gabriel Paludo Licks, Júlia Mara Colleoni Couto, Priscilla de Fátima Miehe, Renata De Paris, Duncan Dubugras A. Ruiz, Felipe Meneguzzi
SmartIX: A database indexing agent based on reinforcement learning. Appl. Intell. 50 (8) (2020)
Leonardo Amado, Gabriel Paludo Licks, Matheus Marcon, Ramon Fraga Pereira, Felipe Meneguzzi
Using Self-Attention LSTMs to Enhance Observations in Goal Recognition. IJCNN (2020)