Publications are organized by year. Feel free to use the drop-down boxes below to filter the list.
2022
Exploring reinforcement learning approaches for drafting in collectible card games Journal Article
In: Entertainment Computing, pp. 100526, 2022.
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)).
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.
2021
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.
2020
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.
Superpixel Image Classification with Graph Attention Networks Inproceedings
In: 2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 203-209, 2020.
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.
2019
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.
2018
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).
Algorithm Selection in Adversarial Settings: From Experiments to Tournaments in StarCraft Journal Article
In: 2018.
Tabular Reinforcement Learning in Real-Time Strategy Games via Options Inproceedings
In: IEEE Conference on Computational Intelligence and Games (CIG), pp. 229–236, 2018.
2017
Algorithm Selection in Zero-Sum Computer Games (Doctoral Consortium) Inproceedings
In: Artificial Intelligence and Interactive Digital Entertainment (AIIDE), pp. 301–303, 2017.
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.
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.
2016
Rock, Paper, StarCraft: Strategy Selection in Real-Time Strategy Games Inproceedings
In: Artificial Intelligence and Interactive Digital Entertainment (AIIDE), pp. 93-99, 2016.
2015
Y-Rescue Team Description Paper Inproceedings
In: RoboCup, Hefei, 2015.
2014
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).
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.
2013
Epicenter Team Description Paper Inproceedings
In: Anais da XI Competiç~ao Brasileira de Robótica (CBR 2013), pp. 1–6, Fortaleza, CE, Brazil, 2013.
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.
Smart Drivers: Simulating the Benefits of Giving Twitter Information about Traffic Status Inproceedings
In: pp. 249–259, SBC, 2013.
Networked malicious agents in transportation systems: a simulation study Inproceedings
In: The Fifth International Workshop on Emergent Intelligence on Networked Agents (WEIN), 2013.
2012
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.
A multiagent based road pricing approach for urban traffic management Inproceedings
In: Third Brazilian Workshop on Social Simulation, pp. 99–105, 2012.
Independent learners in abstract traffic scenarios Journal Article
In: Revista de Informática Teórica e Aplicada, vol. 19, no. 2, pp. 13–33, 2012.