Paulo Bruno S. Serafim

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Evolutionary Game

Reinforcement Learning Agents

Top Venues

J. Open Source Softw.

Publications

Pierluigi Crescenzi, Emanuele Natale, Aurora Rossi, Paulo Bruno S. Serafim
WorldDynamics.jl: A Julia Package for Developing and Simulating Integrated Assessment Models. J. Open Source Softw. 9 (96) (2024)
Paulo Bruno S. Serafim, Pierluigi Crescenzi, Gizem Gezici, Eleonora Cappuccio, Salvatore Rinzivillo, Fosca Giannotti
Exploring Large Language Models Capabilities to Explain Decision Trees. HHAI (2024)
Alexandre M. M. Santos, Halisson R. Rodrigues, Rômulo Férrer Filho, Yuri Lenon B. Nogueira, Creto A. Vidal, Joaquim B. Cavalcante Neto, Artur O. R. Franco, Paulo Bruno S. Serafim
Unveiling the Key Features Influencing Game Agents with Different Levels of Robustness. SBGames (2023)
Paulo Bruno S. Serafim, Yuri Lenon B. Nogueira, Joaquim B. Cavalcante Neto, Creto Augusto Vidal
Assessing the Robustness of Deep Q-Network Agents to Changes on Game Object Textures. SBGames (2021)
Aldísio Gonçalves Medeiros, João P. B. Andrade, Paulo Bruno S. Serafim, Alexandre M. M. Santos, José G. R. Maia, Fernando Antonio Mota Trinta, José A. F. de Macêdo, Pedro P. R. Filho, Paulo A. L. Rego
A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer Learning. IJCNN (2020)
Paulo Bruno S. Serafim, Aldísio Gonçalves Medeiros, Paulo A. L. Rego, José Gilvan Rodrigues Maia, Fernando Antonio Mota Trinta, Marcio E. F. Maia, José Antônio Fernandes de Macêdo, Aloísio Vieira Lira Neto
A Method based on Convolutional Neural Networks for Fingerprint Segmentation. IJCNN (2019)
Matheus G. Cordeiro, Paulo Bruno S. Serafim, Yuri Lenon B. Nogueira, Creto Augusto Vidal, Joaquim B. Cavalcante Neto
A Minimal Training Strategy to Play Flappy Bird Indefinitely with NEAT. SBGames (2019)
Paulo Bruno S. Serafim, Yuri Lenon B. Nogueira, Creto Augusto Vidal, Joaquim B. Cavalcante Neto
Evaluating Competition in Training of Deep Reinforcement Learning Agents in First-Person Shooter Games. SBGames (2018)