Publications

Publications are organized by year. Feel free to use the drop-down boxes below to filter the list.

2022

e Silva Vieira, Ronaldo; Tavares, Anderson Rocha; Chaimowicz, Luiz

Exploring reinforcement learning approaches for drafting in collectible card games Journal Article

In: Entertainment Computing, pp. 100526, 2022.

BibTeX

Antes, Taylor O.; Bazzan, Ana L. C.; Tavares, Anderson Rocha

Information upwards, recommendation downwards: reinforcement learning with hierarchy for traffic signal control Journal Article

In: Procedia Computer Science, vol. 201, pp. 24-31, 2022, ISSN: 1877-0509, (The 13th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 5th International Conference on Emerging Data and Industry 4.0 (EDI40)).

Abstract | Links | BibTeX

Schapke, João; Tavares, Anderson; Recamonde-Mendoza, Mariana

EPGAT: Gene Essentiality Prediction With Graph Attention Networks Journal Article

In: IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 19, no. 3, pp. 1615-1626, 2022.

Links | BibTeX

2021

Avelar., Pedro; Tavares., Anderson; Gori., Marco; Lamb., Luís

Discrete and Continuous Deep Residual Learning over Graphs Inproceedings

In: Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,, pp. 119-131, INSTICC SciTePress, 2021, ISSN: 2184-433X.

Links | BibTeX

2020

Ramos, Gabriel de Oliveira; Rădulescu, Roxana; Nowé, Ann; Tavares, Anderson R.

Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences Inproceedings

In: Proceedings of the 19th International Conference on Autonomous Agents and Multi Agent Systems, pp. 1098–1106, International Foundation for Autonomous Agents and Multiagent Systems, 2020, ISBN: 978-1-4503-7518-4.

BibTeX

Avelar, Pedro H. C.; Tavares, Anderson R.; Silveira, Thiago L. T.; Jung, Clíudio R.; Lamb, Luís C.

Superpixel Image Classification with Graph Attention Networks Inproceedings

In: 2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 203-209, 2020.

Links | BibTeX

de O. Ramos, Gabriel; Rădulescu, Roxana; Nowé, Ann; Tavares, Anderson R.

Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences Inproceedings

In: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, pp. 1098–1106, International Foundation for Autonomous Agents and Multiagent Systems, Auckland, New Zealand, 2020, ISBN: 9781450375184.

Abstract | BibTeX

2019

Vieira, Ronaldo; Chaimowicz, Luiz; Tavares, Anderson Rocha

Reinforcement learning in collectible card games: Preliminary results on Legends of Code and Magic Inproceedings

In: Proceedings of the 18th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames, pp. 611-614, 2019.

BibTeX

2018

Tavares, Anderson Rocha; Anbalagan, Sivasubramanian; Marcolino, Leandro Soriano; Chaimowicz, Luiz

Algorithms or Actions? A Study in Large-Scale Reinforcement Learning Inproceedings

In: International Joint Conference on Artificial Intelligence (IJCAI), pp. 2717–2723, International Joint Conferences on Artificial Intelligence Organization, 2018, (ERRATA: http://andertavares.net/wp-content/uploads/2019/03/2018_TavaresEtAl_IJCAI-algs-or-actions_errata.pdf).

Links | BibTeX

Tavares, Anderson R; Vieira, Daniel K S; Negrisoli, Tiago; Chaimowicz, Luiz

Algorithm Selection in Adversarial Settings: From Experiments to Tournaments in StarCraft Journal Article

In: 2018.

Links | BibTeX

Tavares, Anderson R; Chaimowicz, Luiz

Tabular Reinforcement Learning in Real-Time Strategy Games via Options Inproceedings

In: IEEE Conference on Computational Intelligence and Games (CIG), pp. 229–236, 2018.

Links | BibTeX

2017

Tavares, Anderson Rocha

Algorithm Selection in Zero-Sum Computer Games (Doctoral Consortium) Inproceedings

In: Artificial Intelligence and Interactive Digital Entertainment (AIIDE), pp. 301–303, 2017.

Links | BibTeX

Tavares, Anderson R; Zuin, Gianlucca Lodron; Chaimowicz, Luiz; Azpúrua, Héctor

Combining genetic algorithm and swarm intelligence for task allocation in a real time strategy game Journal Article

In: Journal of Interactive Systems, vol. 8, no. 1, pp. 4–19, 2017.

Links | BibTeX

Tavares, Anderson Rocha

Strategic Reasoning in Digital Zero-Sum Games (Doctoral Consortium) Inproceedings

In: Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017), pp. 1863–1864, 2017.

Links | BibTeX

2016

Tavares, Anderson; Azpúrua, Hector; Santos, Amanda; Chaimowicz, Luiz

Rock, Paper, StarCraft: Strategy Selection in Real-Time Strategy Games Inproceedings

In: Artificial Intelligence and Interactive Digital Entertainment (AIIDE), pp. 93-99, 2016.

Links | BibTeX

2015

Tavares, Anderson; Saldaña, David; Blonski, Hayllander; Azpúrua, Hector; Pimentel, Jhielson; Pino, Omar; Colares, Rafael; Macharet, Douglas; Chaimowicz, Luiz

Y-Rescue Team Description Paper Inproceedings

In: RoboCup, Hefei, 2015.

Links | BibTeX

2014

Tavares, Anderson R; Azpurua, Hector; Chaimowicz, Luiz

Evolving Swarm Intelligence for Task Allocation in a Real Time Strategy Game Inproceedings

In: Computer Games and Digital Entertainment (SBGAMES), 2014 Brazilian Symposium on, pp. 99-108, 2014, (Best paper in SBGames 2014 Computing Track).

Links | BibTeX

Tavares, Anderson Rocha; Bazzan, Ana LC

An agent-based approach for road pricing: system-level performance and implications for drivers Journal Article

In: Journal of the Brazilian Computer Society, vol. 20, no. 1, pp. 15, 2014.

Links | BibTeX

2013

Corr^ea, Abel; Vecchia, Alessandro D; Tavares, Anderson R; Galafassi, Cristiano; de Ramos, Gabriel O; Souza, Luiz H D; Grunitzki, Ricardo; Bazzan, Ana L C

Epicenter Team Description Paper Inproceedings

In: Anais da XI Competiç~ao Brasileira de Robótica (CBR 2013), pp. 1–6, Fortaleza, CE, Brazil, 2013.

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Tavares, Anderson Rocha

Uma abordagem baseada em agentes para simulac c~ao de tarifac c~ao viária e comunicac c~ao inter-veicular Masters Thesis

Instituto de Informática, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brasil, 2013.

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Bazzan, Ana L C; Ara'ujo, Pedro G; Galafassi, Cristiano; Tavares, Anderson R; Vecchia, Alessandro D; de Vit, Ant^onio Rodrigo D; Vivian, Glaucio R

Smart Drivers: Simulating the Benefits of Giving Twitter Information about Traffic Status Inproceedings

In: pp. 249–259, SBC, 2013.

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Tavares, Anderson R; Bazzan, Ana L C

Networked malicious agents in transportation systems: a simulation study Inproceedings

In: The Fifth International Workshop on Emergent Intelligence on Networked Agents (WEIN), 2013.

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2012

Tavares, Anderson R; Bazzan, Ana L C

Reinforcement learning for route choice in an abstract traffic scenario Inproceedings

In: VI Workshop-Escola de Sistemas de Agentes, seus Ambientes e aplicaç~oes (WESAAC), pp. 141–153, 2012.

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Tavares, Anderson R; Bazzan, Ana L C

A multiagent based road pricing approach for urban traffic management Inproceedings

In: Third Brazilian Workshop on Social Simulation, pp. 99–105, 2012.

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Tavares, Anderson R; Bazzan, Ana L C

Independent learners in abstract traffic scenarios Journal Article

In: Revista de Informática Teórica e Aplicada, vol. 19, no. 2, pp. 13–33, 2012.

Links | BibTeX