Ana L. C. Bazzan - Publications, H-index & Citations

Ana L. C. Bazzan

Universidade Federal do Rio Grande do Sul

35H指数

317论文数

6.0K被引数

收录论文 22

发表时间

Reinforcement learning in urban network traffic signal control: A systematic literature review 城市网络交通信号控制中的强化学习: 系统文献综述

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-08-01

OAAI

Noaeen, Mohammad; Naik, Atharva; Goodman, Liana; Crebo, Jared; Abrar, Taimoor; Abad, Zahra Shakeri Hossein; Bazzan, Ana L. C.; Far, Behrouz

Using Reinforcement Learning to Control Traffic Signals in a Real-World Scenario: An Approach Based on Linear Function Approximation 在现实场景中使用强化学习控制交通信号: 一种基于线性函数逼近的方法

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-07-01

PREAI

Alegre, Lucas N.; Ziemke, Theresa; Bazzan, Ana L. C.

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

IF8.4

2022-04-01

PREAI

Lessa Ribeiro, Matheus Vieira; Aching Samatelo, Jorge Leonid; Cetertich Bazzan, Ana Lucia

Hierarchical traffic signal optimization using reinforcement learning and traffic prediction with long-short term memory

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-06-01

PREAI

Abdoos, Monireh; Bazzan, Ana L. C.

Quantifying the impact of non-stationarity in reinforcement learning-based traffic signal control

PEERJ COMPUTER SCIENCE

IF2.5

2021-05-27

OAAI

Alegre, Lucas N.; Bazzan, Ana L. C.; da Silva, Bruno C.

Sharing diverse information gets driver agents to learn faster: an application in en route trip building

PEERJ COMPUTER SCIENCE

IF2.5

2021-03-16

OAAI

dos Santos, Guilherme Dytz; Bazzan, Ana L. C.

Quantitatively assessing the benefits of model-driven development in agent-based modeling and simulation

SIMULATION MODELLING PRACTICE AND THEORY

IF4.6

2020-11-01

OAAI

Santos, Fernando; Nunes, Ingrid; Bazzan, Ana L. C.

A comparative evaluation of aggregation methods for machine learning over vertically partitioned data

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-08-01

PREAI

Trevizan, Bernardo; Chamby-Diaz, Jorge; Bazzan, Ana L. C.; Recamonde-Mendoza, Mariana

A reinforcement learning-based multi-agent framework applied for solving routing and scheduling problems 基于强化学习的多agent框架，用于解决路由和调度问题

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-10-01

PREAI

Lopes Silva, Maria Amelia; de Souza, Sergio Ricardo; Freitas Souza, Marcone Jamilson; Bazzan, Ana Lucia C.

Optimal Electric Vehicle Fast Charging Station Placement Based on Game Theoretical Framework

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2018-08-01

153

PREAI

Xiong, Yanhai; Gan, Jiarui; An, Bo; Miao, Chunyan; Bazzan, Ana L. C.

Model-driven agent-based simulation development: A modeling language and empirical evaluation in the adaptive traffic signal control domain

SIMULATION MODELLING PRACTICE AND THEORY

IF4.6

2018-04-01

PREAI

Santos, Fernando; Nunes, Ingrid; Bazzan, Ana L. C.

Analysing the impact of travel information for minimising the regret of route choice

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2018-03-01

PREAI

Ramos, Gabriel de O.; Bazzan, Ana L. C.; da Silva, Bruno C.

Social choice functions: A tool for ranking variables involved in action plans against road noise

JOURNAL OF ENVIRONMENTAL MANAGEMENT

IF8.4

2016-08-01

PREAI

Ruiz-Padillo, Alejandro; de Oliveira, Thiago B. F.; Alves, Matheus; Bazzan, Ana L. C.; Ruiz, Diego P.

Hierarchical control of traffic signals using Q-learning with tile coding

APPLIED INTELLIGENCE

IF3.5

2013-06-13

PREAI

Abdoos, Monireh; Mozayani, Nasser; Bazzan, Ana L. C.

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

IF0

2012-10-01

PREAI

Ramos, Gabriel de Oliveira; Bazzan, Ana L. C.

Distributed clustering for group formation and task allocation in multiagent systems: A swarm intelligence approach

APPLIED SOFT COMPUTING

IF6.6

2012-08-01

PREAI

dos Santos, Daniela Scherer; Bazzan, Ana L. C.

Improving recommendations through an assumption-based multiagent approach: An application in the tourism domain

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2011-11-01

PREAI

Lorenzi, Fabiana; Bazzan, Ana L. C.; Abel, Mara; Ricci, Francesco

Agents in traffic and transportation Preface

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2010-02-01

PREAI

Klugl, Franziska; Bazzan, Ana L. C.; Ossowski, Sascha

Case studies on the Braess Paradox:: Simulating route recommendation and learning in abstract and microscopic models Braess悖论的案例研究: 在抽象和微观模型中模拟路线推荐和学习

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2005-08-01

PREAI

Bazzan, ALC; Klügl, F

Agents in traffic and transportation:: Exploring autonomy in logistics, management, simulation, and cooperative driving

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2005-08-01

PREAI

Bazzan, ALC; Klügl, F; Ossowski, S

研究方向