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Matheus R. F. Mendonça

Matheus Ribeiro Furtado de Mendonca

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2020 – today

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2023
[j6]
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  - journals/csur/BarrosMVZ23
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Claudio Daniel Tenorio de Barros, Matheus R. F. Mendonça, Alex Borges Vieira, Artur Ziviani:
A Survey on Embedding Dynamic Graphs. ACM Comput. Surv. 55(2): 10:1-10:37 (2023)
2022
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Matheus R. F. Mendonça, André da Motta Salles Barreto, Artur Ziviani:
Efficient information diffusion in time-varying graphs through deep reinforcement learning. World Wide Web 25(6): 2535-2560 (2022)
2021
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Matheus R. F. Mendonça, André Barreto, Artur Ziviani:
Approximating Network Centrality Measures Using Node Embedding and Machine Learning. IEEE Trans. Netw. Sci. Eng. 8(1): 220-230 (2021)
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  - journals/corr/abs-2101-01229
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Claudio Daniel Tenorio de Barros, Matheus R. F. Mendonça, Alex Borges Vieira, Artur Ziviani:
A Survey on Embedding Dynamic Graphs. CoRR abs/2101.01229 (2021)
2020
[i2]
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  - journals/corr/abs-2006-16392
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Matheus R. F. Mendonça, André da Motta Salles Barreto, Artur Ziviani:
Approximating Network Centrality Measures Using Node Embedding and Machine Learning. CoRR abs/2006.16392 (2020)
[i1]
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  - journals/corr/abs-2011-13518
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Matheus R. F. Mendonça, André da Motta Salles Barreto, Artur Ziviani:
Efficient Information Diffusion in Time-Varying Graphs through Deep Reinforcement Learning. CoRR abs/2011.13518 (2020)

2010 – 2019

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2019
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Matheus R. F. Mendonça, Artur Ziviani, André da Motta Salles Barreto:
Graph-Based Skill Acquisition For Reinforcement Learning. ACM Comput. Surv. 52(1): 6:1-6:26 (2019)
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Matheus R. F. Mendonça, Artur Ziviani, André Barreto:
Laplacian using Abstract State Transition Graphs: A Framework for Skill Acquisition. BRACIS 2019: 263-268
2018
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Matheus R. F. Mendonça, Artur Ziviani:
Network-Based Procedural Story Generation. Comput. Entertain. 16(3): 3:1-3:18 (2018)
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Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto:
Reinforcement learning with optimized reward function for stealth applications. Entertain. Comput. 25: 37-47 (2018)
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Matheus Ribeiro Furtado de Mendonca, Artur Ziviani, André da Motta Salles Barreto:
Abstract State Transition Graphs for Model-Based Reinforcement Learning. BRACIS 2018: 115-120
2015
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Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto:
Stealthy Path Planning Using Navigation Meshes. BRACIS 2015: 31-36
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Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto:
Simulating Human Behavior in Fighting Games Using Reinforcement Learning and Artificial Neural Networks. SBGames 2015: 152-159

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