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ORCIDMatheus Prado Prandini Faria
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2020 – today
- 2024
[c7]Etienne Silva Julia, Marcelo Zanchetta do Nascimento, Matheus Prado Prandini Faria, Rita Maria da Silva Julia:
Deep Learning-Based Models for Performing Multi-Instance Multi-Label Event Classification in Gameplay Footage. VISIGRAPP (3): VISAPP 2024: 110-121- 2023
- [j2]Lidia Bononi Paiva Tomaz
, Rita Maria da Silva Julia, Matheus Prado Prandini Faria:
ADABA: improving the balancing between runtime and accuracy in a new distributed version of the alpha-beta algorithm. Artif. Intell. Rev. 56(5): 4255-4293 (2023) - [c6]Matheus Prado Prandini Faria, Etienne Silva Julia, Henrique Coelho Fernandes, Marcelo Zanchetta do Nascimento, Rita Maria da Silva Julia:
Investigating the Performance of Optimization Techniques on Deep Learning Models to Identify Dota2 Game Events. VISIGRAPP (4: VISAPP) 2023: 881-888 - 2022
- [j1]Matheus Prado Prandini Faria, Etienne Silva Julia, Marcelo Zanchetta do Nascimento, Rita Maria da Silva Julia:
Investigating the Performance of Various Deep Neural Networks-based Approaches Designed to Identify Game Events in Gameplay Footage. Proc. ACM Comput. Graph. Interact. Tech. 5(1): 8:1-8:17 (2022) - 2020
- [c5]Matheus Prado Prandini Faria, Rita Maria da Silva Julia, Lidia Bononi Paiva Tomaz:
Improving FIFA Player Agents Decision-Making Architectures Based on Convolutional Neural Networks Through Evolutionary Techniques. BRACIS 2020: 371-386
2010 – 2019
- 2019
- [c4]Matheus Prado Prandini Faria, Rita Maria da Silva Julia, Lidia Bononi Paiva Tomaz:
A Deep Reinforcement Learn-Based FIFA Agent with Naive State Representations and Portable Connection Interfaces. FLAIRS 2019: 276-281 - [c3]Matheus Prado Prandini Faria, Rita Maria da Silva Julia, Lidia Bononi Paiva Tomaz:
Evaluating the Performance of the Deep Active Imitation Learning Algorithm in the Dynamic Environment of FIFA Player Agents. ICMLA 2019: 228-233 - [c2]Matheus Prado Prandini Faria, Rita Maria da Silva Julia, Lidia Bononi Paiva Tomaz:
Deep Active Imitation Learning in FIFA Free-Kicks Player Platforms Based on Raw Image and Object Detection State Representations. ICTAI 2019: 1654-1658 - 2017
- [c1]Lidia Bononi Paiva Tomaz, Rita Maria da Silva Julia, Matheus Prado Prandini Faria:
APHID-Draughts: Comparing the Synchronous and Asynchronous Parallelism Approaches for the Alpha-Beta Algorithm Applied to Checkers. ICTAI 2017: 1243-1250
Coauthor Index
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