Leliane Nunes de Barros

Leliane Nunes de Barros

Universidade de São Paulo

H-index: 16

Latin America-Brazil

About Leliane Nunes de Barros

Leliane Nunes de Barros, With an exceptional h-index of 16 and a recent h-index of 7 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Artificial Intelligence, Automated Planning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Specifying Preferences over Policies Using Branching Time Temporal Logic

Model-based policy gradients: an empirical study on linear quadratic environments

Inteligência artificial: uma abordagem moderna.[Revisão Técnica]

Differentiable Planning with Indefinite Horizon

Symbolic fond planning for temporally extended goals

Políticas Aproximadas e Parciais Sensíveis a Risco para o Controle da Propagação de Doenças Infecciosas

Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study

Differentiable Planning for Optimal Liquidation

Leliane Nunes de Barros Information

University

Position

Professor of the Computer Science Department at Brazil

Citations(all)

1029

Citations(since 2020)

314

Cited By

837

hIndex(all)

16

hIndex(since 2020)

7

i10Index(all)

27

i10Index(since 2020)

6

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Leliane Nunes de Barros Skills & Research Interests

Artificial Intelligence

Automated Planning

Top articles of Leliane Nunes de Barros

Title

Journal

Author(s)

Publication Date

Specifying Preferences over Policies Using Branching Time Temporal Logic

Warlles Carlos Costa Machado

Viviane Bonadia dos Santos

Leliane Nunes de Barros

Maria Viviane de Menezes

2023/9/25

Model-based policy gradients: an empirical study on linear quadratic environments

Ângelo Gregório Lovatto

Leliane Nunes de Barros

2022/2/28

Inteligência artificial: uma abordagem moderna.[Revisão Técnica]

Flávio Soares Corrêa da Silva

Denis Deratani Mauá

Leliane Nunes de Barros

Renata Wassermann

2022

Differentiable Planning with Indefinite Horizon

Daniel B Dias

Leliane N de Barros

Karina V Delgado

Denis D Mauá

2022/11/28

Symbolic fond planning for temporally extended goals

Workshop

Viviane Bonadia dos Santos

Leliane Nunes de Barros

Silvio do Lago Pereira

Maria Viviane de Menezes

2022

Políticas Aproximadas e Parciais Sensíveis a Risco para o Controle da Propagação de Doenças Infecciosas

Henrique Dias Pastor

Karina Valdivia Delgado

Valdinei Freire

Leliane Nunes de Barros

2022/11/28

Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study

Ângelo Gregório Lovatto

Leliane Nunes de Barros

Denis D Mauá

2022/11/19

Differentiable Planning for Optimal Liquidation

Alan A Pennacchio

Leliane N de Barros

Denis D Mauá

2022/7/31

Trajetória acadêmica da inteligência artificial no Brasil

Inteligência artificial: avanços e tendências

Anna Helena Reali Costa

Leliane Nunes de Barros

Solange Oliveira Rezende

Jaime S Sichman

Hugo Neri Munhoz

2021

Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget

International Journal of Approximate Reasoning

Daniel A Melo Moreira

Karina Valdivia Delgado

Leliane Nunes de Barros

Denis Deratani Mauá

2021/12/1

Gradient estimation in model-based reinforcement learning: a study on linear quadratic environments

Ângelo Gregório Lovatto

Thiago Pereira Bueno

Leliane Nunes de Barros

2021/11/29

Políticas sensíveis ao risco para o controle da propagação de doenças infecciosas

Henrique Pastor

Valdinei Freire

Leliane Barros

Karina Valdivia Delgado

2020/10/20

On the performance of planning through backpropagation

Renato Scaroni

Thiago P Bueno

Leliane N de Barros

Denis Mauá

2020

Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic Planning

Milton Condori Fernandez

Leliane N de Barros

Denis Mauá

Karina V Delgado

Valdinei Freire

2020/10/13

Human-aware contingent planning

Fundamenta Informaticae

Ignasi Andrés

Leliane Nunes de Barros

Karina Valdivia Delgado

2020/1/1

Risk-sensitive piecewise-linear policy iteration for stochastic shortest path Markov decision processes

Henrique Dias Pastor

Igor Oliveira Borges

Valdinei Freire

Karina Valdivia Delgado

Leliane Nunes de Barros

2020/10/12

Decision-aware model learning for actor-critic methods: when theory does not meet practice

Ângelo G Lovatto

Thiago P Bueno

Denis D Mauá

Leliane N Barros

2020/2/8

A contact network-based approach for online planning of containment measures for COVID-19

Anais

Guilherme Yambanis Thomaz

Denis Deratani Mauá

Leliane Nunes de Barros

2020

See List of Professors in Leliane Nunes de Barros University(Universidade de São Paulo)

Co-Authors

H-index: 95
Jim Hendler

Jim Hendler

Rensselaer Polytechnic Institute

H-index: 43
Scott Sanner

Scott Sanner

University of Toronto

H-index: 35
Fabio Gagliardi Cozman

Fabio Gagliardi Cozman

Universidade de São Paulo

H-index: 20
Eduardo Toledo Santos

Eduardo Toledo Santos

Universidade de São Paulo

H-index: 17
Denis Deratani Mauá

Denis Deratani Mauá

Universidade de São Paulo

H-index: 14
Karina Valdivia Delgado

Karina Valdivia Delgado

Universidade de São Paulo

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