@inproceedings{icaart21,

title = {Discrete and Continuous Deep Residual Learning over Graphs},

author = {Pedro Avelar. and Anderson Tavares. and Marco Gori. and Luís Lamb.},

doi = {10.5220/0010231501190131},

issn = {2184-433X},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},

pages = {119-131},

publisher = {SciTePress},

organization = {INSTICC},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ramos2020toll,

title = {Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences},

author = {Ramos, Gabriel de Oliveira and Rădulescu, Roxana and Nowé, Ann and Tavares, Anderson R.},

isbn = {978-1-4503-7518-4},

year  = {2020},

date = {2020-05-31},

booktitle = {Proceedings of the 19th International Conference on Autonomous Agents and Multi Agent Systems},

pages = {1098--1106},

publisher = {International Foundation for Autonomous Agents and Multiagent Systems},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{9265983,

title = {Superpixel Image Classification with Graph Attention Networks},

author = {Pedro H. C. Avelar and Anderson R. Tavares and Thiago L. T. Silveira and Clíudio R. Jung and Luís C. Lamb},

doi = {10.1109/SIBGRAPI51738.2020.00035},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {203-209},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.5555/3398761.3398889,

title = {Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences},

author = {Gabriel de O. Ramos and Roxana Rădulescu and Ann Nowé and Anderson R. Tavares},

isbn = {9781450375184},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems},

pages = {1098–1106},

publisher = {International Foundation for Autonomous Agents and Multiagent Systems},

address = {Auckland, New Zealand},

series = {AAMAS '20},

abstract = {Multiagent reinforcement learning has shown its potential for tackling real world problems, like traffic. We consider the toll-based route choice problem, where self-interested agents repeatedly commute attempting to minimise their travel costs. In this paper, we introduce Generalised Toll-based Q-learning (GTQ-learning), a multiagent reinforcement learning algorithm capable of realigning agents' heterogeneous preferences over travel time and monetary expenses to obtain a system-efficient equilibrium. GTQ-learning also includes a mechanism to enforce agents to truthfully report their preferences. Our theoretical analysis and empirical results show that GTQ-learning minimises congestion on realistic road networks.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Vieira2019,

title = {Reinforcement learning in collectible card games: Preliminary results on Legends of Code and Magic},

author = {Vieira, Ronaldo and Chaimowicz, Luiz and Tavares, Anderson Rocha},

year  = {2019},

date = {2019-11-01},

urldate = {2019-11-01},

booktitle = {Proceedings of the 18th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames},

pages = {611-614},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares+2018ijcai,

title = {Algorithms or Actions? A Study in Large-Scale Reinforcement Learning},

author = {Anderson Rocha Tavares and Sivasubramanian Anbalagan and Leandro Soriano Marcolino and Luiz Chaimowicz},

url = {http://andertavares.net/wp-content/uploads/2019/03/2018_TavaresEtAl_IJCAI-algs-or-actions_errata.pdf},

doi = {10.24963/ijcai.2018/377},

year  = {2018},

date = {2018-07-13},

booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},

pages = {2717--2723},

publisher = {International Joint Conferences on Artificial Intelligence Organization},

note = {ERRATA: http://andertavares.net/wp-content/uploads/2019/03/2018_TavaresEtAl_IJCAI-algs-or-actions_errata.pdf},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares&Chaimowicz2018,

title = {Tabular Reinforcement Learning in Real-Time Strategy Games via Options},

author = {Anderson R Tavares and Luiz Chaimowicz},

doi = {10.1109/CIG.2018.8490427},

year  = {2018},

date = {2018-01-01},

booktitle = {IEEE Conference on Computational Intelligence and Games (CIG)},

pages = {229--236},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares2017aiide,

title = {Algorithm Selection in Zero-Sum Computer Games (Doctoral Consortium)},

author = {Anderson Rocha Tavares},

url = {https://aaai.org/ocs/index.php/AIIDE/AIIDE17/paper/view/15890},

year  = {2017},

date = {2017-01-01},

booktitle = {Artificial Intelligence and Interactive Digital Entertainment (AIIDE)},

pages = {301--303},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares2017b,

title = {Strategic Reasoning in Digital Zero-Sum Games (Doctoral Consortium)},

author = {Anderson Rocha Tavares},

url = {http://aamas2017.org/proceedings/pdfs/p1863.pdf},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017)},

pages = {1863--1864},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares+2016,

title = {Rock, Paper, StarCraft: Strategy Selection in Real-Time Strategy Games},

author = {Anderson Tavares and Hector Azpúrua and Amanda Santos and Luiz Chaimowicz},

url = {http://aaai.org/ocs/index.php/AIIDE/AIIDE16/paper/view/13998},

year  = {2016},

date = {2016-10-01},

booktitle = {Artificial Intelligence and Interactive Digital Entertainment (AIIDE)},

pages = {93-99},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares+2015,

title = {Y-Rescue Team Description Paper},

author = {Anderson Tavares and David Salda{ñ}a and Hayllander Blonski and Hector Azp{ú}rua and Jhielson Pimentel and Omar Pino and Rafael Colares and Douglas Macharet and Luiz Chaimowicz},

url = {http://robocup2015.oss-cn-shenzhen.aliyuncs.com/TeamDescriptionPapers/RescueSimulation/RoboCup_Symposium_2015_submission_135.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {RoboCup},

address = {Hefei},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares+2014,

title = {Evolving Swarm Intelligence for Task Allocation in a Real Time Strategy Game},

author = {Anderson R Tavares and Hector Azpurua and Luiz Chaimowicz},

url = {http://dx.doi.org/10.1109/SBGAMES.2014.17},

doi = {10.1109/SBGAMES.2014.17},

year  = {2014},

date = {2014-11-01},

booktitle = {Computer Games and Digital Entertainment (SBGAMES), 2014 Brazilian Symposium on},

pages = {99-108},

note = {Best paper in SBGames 2014 Computing Track},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Correa+2013cbr,

title = {Epicenter Team Description Paper},

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

url = {http://www.inf.ufrgs.br/maslab/pergamus/pubs/epicenter2013cbr.pdf},

year  = {2013},

date = {2013-10-01},

booktitle = {Anais da XI Competiç~ao Brasileira de Robótica (CBR 2013)},

pages = {1--6},

address = {Fortaleza, CE, Brazil},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bazzan+2013semish,

title = {Smart Drivers: Simulating the Benefits of Giving Twitter Information 

 about Traffic Status},

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

url = {http://www.inf.ufrgs.br/maslab/pergamus/pubs/BazzanEtAl2013-semish.pdf},

year  = {2013},

date = {2013-07-01},

pages = {249--259},

publisher = {SBC},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares&Bazzan2013,

title = {Networked malicious agents in transportation systems: a simulation study},

author = {Anderson R Tavares and Ana L C Bazzan},

url = {http://www.inf.ufrgs.br/maslab/pergamus/pubs/TavaresBazzan2013-wein.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {The Fifth International Workshop on Emergent Intelligence on Networked Agents (WEIN)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares&Bazzan2012,

title = {Reinforcement learning for route choice in an abstract traffic scenario},

author = {Anderson R Tavares and Ana L C Bazzan},

url = {http://www.inf.ufrgs.br/maslab/pergamus/pubs/TavaresBazzan2012-wesaac.pdf},

year  = {2012},

date = {2012-01-01},

booktitle = {VI Workshop-Escola de Sistemas de Agentes, seus Ambientes e aplicaç~oes 

 (WESAAC)},

pages = {141--153},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tavares&Bazzan2012bwss,

title = {A multiagent based road pricing approach for urban traffic management},

author = {Anderson R Tavares and Ana L C Bazzan},

url = {http://dx.doi.org/10.1109/BWSS.2012.22},

year  = {2012},

date = {2012-01-01},

booktitle = {Third Brazilian Workshop on Social Simulation},

pages = {99--105},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}