Vicenç Gómez

Vicenç Gómez

Universidad Pompeu Fabra

H-index: 26

Europe-Spain

About Vicenç Gómez

Vicenç Gómez, With an exceptional h-index of 26 and a recent h-index of 19 (since 2020), a distinguished researcher at Universidad Pompeu Fabra, specializes in the field of Artificial Intelligence, Machine Learning, Reinforcement Learning, Optimal Control, Data Science.

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

Planning with a Learned Policy Basis to Optimally Solve Complex Tasks

Spatial air quality prediction in urban areas via message passing

Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models

Combined Task and Motion Planning Via Sketch Decompositions (Extended Version with Supplementary Material)

Beyond Weisfeiler–Lehman with Local Ego-Network Encodings

Optimal Hierarchical Average-Reward Linearly-solvable Markov Decision Processes

Unpacking polarization: Antagonism and Alignment in Signed Networks of Online Interaction

Gender‐based learning and behavioural differences in an educational social media platform

Vicenç Gómez Information

University

Position

Artificial Intelligence and Machine Learning research group

Citations(all)

2832

Citations(since 2020)

1672

Cited By

1831

hIndex(all)

26

hIndex(since 2020)

19

i10Index(all)

36

i10Index(since 2020)

29

Email

University Profile Page

Universidad Pompeu Fabra

Google Scholar

View Google Scholar Profile

Vicenç Gómez Skills & Research Interests

Artificial Intelligence

Machine Learning

Reinforcement Learning

Optimal Control

Data Science

Top articles of Vicenç Gómez

Title

Journal

Author(s)

Publication Date

Planning with a Learned Policy Basis to Optimally Solve Complex Tasks

arXiv preprint arXiv:2403.15301

Guillermo Infante

David Kuric

Anders Jonsson

Vicenç Gómez

Herke van Hoof

2024/3/22

Spatial air quality prediction in urban areas via message passing

Engineering Applications of Artificial Intelligence

Sergio Calo

Filippo Bistaffa

Anders Jonsson

Vicenç Gómez

Mar Viana

2024/7/1

Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models

Frontiers in Digital Health

Roger Garriga

Vicenç Gómez

Gábor Lugosi

2024

Combined Task and Motion Planning Via Sketch Decompositions (Extended Version with Supplementary Material)

Magı Dalmau-Moreno

Néstor Garcıa

Vicenç Gómez

Héctor Geffner

2023

Beyond Weisfeiler–Lehman with Local Ego-Network Encodings

Machine Learning and Knowledge Extraction

Nurudin Alvarez-Gonzalez

Andreas Kaltenbrunner

Vicenç Gómez

2023/12

Optimal Hierarchical Average-Reward Linearly-solvable Markov Decision Processes

Guillermo Infante Molina

Anders Jonsson

Vicenç Gómez

2023/7/20

Unpacking polarization: Antagonism and Alignment in Signed Networks of Online Interaction

arXiv preprint arXiv:2307.06571

Emma Fraxanet

Max Pellert

Simon Schweighofer

Vicenç Gómez

David Garcia

2023/7/13

Gender‐based learning and behavioural differences in an educational social media platform

Journal of Computer Assisted Learning

Emily Theophilou

Davinia Hernández‐Leo

Vicenç Gómez

2023/12/19

Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings

arXiv preprint arXiv:2312.05905

Nurudin Alvarez-Gonzalez

Andreas Kaltenbrunner

Vicenç Gómez

2023/12/10

Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes

Guillermo Infante

Anders Jonsson

Vicenç Gómez

2022/6/28

Beyond 1-WL with Local Ego-Network Encodings

Nurudin Alvarez-Gonzalez

Andreas Kaltenbrunner

Vicenç Gómez

2022/11

Crowding out the truth? A simple model of misinformation, polarization and meaningful social interactions

arXiv preprint arXiv:2210.02248

Fabrizio Germano

Vicenç Gómez

Francesco Sobbrio

2022/10/5

Emotion-Core: An open source framework for emotion detection research

Software Impacts

Nurudin Alvarez-Gonzalez

Andreas Kaltenbrunner

Vicenç Gómez

2021/11/1

Uncovering the Limits of Text-based Emotion Detection

Nurudin Alvarez-Gonzalez

Andreas Kaltenbrunner

Vicenç Gómez

2021/9/4

Expression Transfer Using Flow-based Generative Models

Andrea Valenzuela

Carlos Segura

Ferran Diego

Vicenç Gómez

2021

Hierarchical Width-Based Planning and Learning

Proceedings of the International Conference on Automated Planning and Scheduling

Miquel Junyent

Vicenç Gómez

Anders Jonsson

2021/5/17

Inductive Graph Embeddings through Locality Encodings

arXiv preprint arXiv:2009.12585

Nurudin Alvarez-Gonzalez

Andreas Kaltenbrunner

Vicenç Gómez

2020/9/26

Nevae: A deep generative model for molecular graphs

Journal of machine learning research. 2020 Apr; 21 (114): 1-33

Bidisha Samanta

Abir De

Gourhari Jana

Vicenç Gómez

Pratim Kumar Chattaraj

...

2020

On the Design of Consequential Ranking Algorithms

Behzad Tabibian

Vicenç Gomez

Abir De

Bernhard Schölkopf

Manuel Gomez Rodriguez

2020

Adaptive Smoothing for Path Integral Control

Journal of Machine Learning Research

Dominik Thalmeier

Hilbert J Kappen

Simone Totaro

Vicenç Gómez

2020

See List of Professors in Vicenç Gómez University(Universidad Pompeu Fabra)

Co-Authors

H-index: 74
Pratim Kumar Chattaraj

Pratim Kumar Chattaraj

Indian Institute of Technology Kharagpur

H-index: 46
Hilbert Johan Kappen

Hilbert Johan Kappen

Radboud Universiteit

H-index: 46
Niloy Ganguly

Niloy Ganguly

Indian Institute of Technology Kharagpur

H-index: 31
Andreas Kaltenbrunner

Andreas Kaltenbrunner

Universidad Pompeu Fabra

H-index: 27
Anders Jonsson

Anders Jonsson

Universidad Pompeu Fabra

H-index: 26
Gergely Neu

Gergely Neu

Universidad Pompeu Fabra

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