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Ana L. C. Bazzan
Universidade Federal do Rio Grande do Sul
35
H-index
317
Paper Count
6.0K
Citation Count
0
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Published Papers
22
Publication Date
Publication Date
Impact Factor
Citations
Reinforcement learning in urban network traffic signal control: A systematic literature review
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2022-08-01
95
OA
AI
Noaeen, Mohammad; Naik, Atharva; Goodman, Liana; Crebo, Jared; Abrar, Taimoor; Abad, Zahra Shakeri Hossein; Bazzan, Ana L. C.; Far, Behrouz
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Using Reinforcement Learning to Control Traffic Signals in a Real-World Scenario: An Approach Based on Linear Function Approximation
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2022-07-01
19
PRE
AI
Alegre, Lucas N.; Ziemke, Theresa; Bazzan, Ana L. C.
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A New Microscopic Approach to Traffic Flow Classification Using a Convolutional Neural Network Object Detector and a Multi-Tracker Algorithm
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2022-04-01
8
PRE
AI
Lessa Ribeiro, Matheus Vieira; Aching Samatelo, Jorge Leonid; Cetertich Bazzan, Ana Lucia
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Hierarchical traffic signal optimization using reinforcement learning and traffic prediction with long-short term memory
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2021-06-01
45
PRE
AI
Abdoos, Monireh; Bazzan, Ana L. C.
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Quantifying the impact of non-stationarity in reinforcement learning-based traffic signal control
PEERJ COMPUTER SCIENCE
IF
2.5
2021-05-27
8
OA
AI
Alegre, Lucas N.; Bazzan, Ana L. C.; da Silva, Bruno C.
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Sharing diverse information gets driver agents to learn faster: an application in en route trip building
PEERJ COMPUTER SCIENCE
IF
2.5
2021-03-16
2
OA
AI
dos Santos, Guilherme Dytz; Bazzan, Ana L. C.
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Quantitatively assessing the benefits of model-driven development in agent-based modeling and simulation
SIMULATION MODELLING PRACTICE AND THEORY
IF
4.6
2020-11-01
10
OA
AI
Santos, Fernando; Nunes, Ingrid; Bazzan, Ana L. C.
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A comparative evaluation of aggregation methods for machine learning over vertically partitioned data
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2020-08-01
10
PRE
AI
Trevizan, Bernardo; Chamby-Diaz, Jorge; Bazzan, Ana L. C.; Recamonde-Mendoza, Mariana
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A reinforcement learning-based multi-agent framework applied for solving routing and scheduling problems
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2019-10-01
76
PRE
AI
Lopes Silva, Maria Amelia; de Souza, Sergio Ricardo; Freitas Souza, Marcone Jamilson; Bazzan, Ana Lucia C.
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Optimal Electric Vehicle Fast Charging Station Placement Based on Game Theoretical Framework
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2018-08-01
153
PRE
AI
Xiong, Yanhai; Gan, Jiarui; An, Bo; Miao, Chunyan; Bazzan, Ana L. C.
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Model-driven agent-based simulation development: A modeling language and empirical evaluation in the adaptive traffic signal control domain
SIMULATION MODELLING PRACTICE AND THEORY
IF
4.6
2018-04-01
18
PRE
AI
Santos, Fernando; Nunes, Ingrid; Bazzan, Ana L. C.
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Analysing the impact of travel information for minimising the regret of route choice
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2018-03-01
31
PRE
AI
Ramos, Gabriel de O.; Bazzan, Ana L. C.; da Silva, Bruno C.
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Social choice functions: A tool for ranking variables involved in action plans against road noise
JOURNAL OF ENVIRONMENTAL MANAGEMENT
IF
8.4
2016-08-01
3
PRE
AI
Ruiz-Padillo, Alejandro; de Oliveira, Thiago B. F.; Alves, Matheus; Bazzan, Ana L. C.; Ruiz, Diego P.
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Hierarchical control of traffic signals using Q-learning with tile coding
APPLIED INTELLIGENCE
IF
3.5
2013-06-13
59
PRE
AI
Abdoos, Monireh; Mozayani, Nasser; Bazzan, Ana L. C.
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Reduction of Coalition Structure's Search Space based on Domain Information: an Application in Smart Grids
2012 Brazilian Workshop on Social Simulation (BWSS 2012): Advances in Social Simulation II
IF
0
2012-10-01
4
PRE
AI
Ramos, Gabriel de Oliveira; Bazzan, Ana L. C.
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Distributed clustering for group formation and task allocation in multiagent systems: A swarm intelligence approach
APPLIED SOFT COMPUTING
IF
6.6
2012-08-01
36
PRE
AI
dos Santos, Daniela Scherer; Bazzan, Ana L. C.
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Improving recommendations through an assumption-based multiagent approach: An application in the tourism domain
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2011-11-01
8
PRE
AI
Lorenzi, Fabiana; Bazzan, Ana L. C.; Abel, Mara; Ricci, Francesco
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Agents in traffic and transportation Preface
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2010-02-01
10
PRE
AI
Klugl, Franziska; Bazzan, Ana L. C.; Ossowski, Sascha
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Case studies on the Braess Paradox:: Simulating route recommendation and learning in abstract and microscopic models
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2005-08-01
40
PRE
AI
Bazzan, ALC; Klügl, F
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Agents in traffic and transportation:: Exploring autonomy in logistics, management, simulation, and cooperative driving
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2005-08-01
16
PRE
AI
Bazzan, ALC; Klügl, F; Ossowski, S
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Research Directions
The data has not been retrieved yet.
Co-authors
Cooperation Journals
C
Chunyan Miao
H-index: 69 · Papers: 811
F
Francesco Ricci⋆
H-index: 55 · Papers: 371
M
Michael Schreckenberg
H-index: 54 · Papers: 280
R
Ronghui Liu
H-index: 47 · Papers: 317
B
Bo An
H-index: 41 · Papers: 440
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