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Matheus Prado Prandini Faria
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 8
Top Topics
Imitation Learning
Raw Image
Convolutional Neural Networks
World Cup
Top Venues
ICTAI
Artif. Intell. Rev.
BRACIS
VISIGRAPP (4: VISAPP)
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Publications
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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)
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) (2023)
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) (2022)
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)
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)
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 Conference
(2019)
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)
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)