Argenis Arriojas

About Argenis Arriojas

Argenis Arriojas, With an exceptional h-index of 2 and a recent h-index of 2 (since 2020), a distinguished researcher at Universidad Simón Bolivar, specializes in the field of Computational Biology, Probabilistic Modeling, Reinforcement Learning, Bayesian inference.

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

Average-Reward Reinforcement Learning Using Insights from Non-Equilibrium Statistical Mechanics

A Bayesian noisy logic model for inference of transcription factor activity from single cell and bulk transcriptomic data

Bounding the optimal value function in compositional reinforcement learning

Bayesian inference approach for entropy regularized reinforcement learning with stochastic dynamics

Utilizing prior solutions for reward shaping and composition in entropy-regularized reinforcement learning

Entropy regularized reinforcement learning using large deviation theory

Abstract P6-11-14: Mitochondrial structure and function adaptation in residual triple negative breast cancer cells surviving chemotherapy treatment

Single cell expression and chromatin access of the Toxoplasma gondii lytic cycle identifies AP2XII-8 as an essential pivotal controller of a ribosome regulon

Argenis Arriojas Information

University

Position

Laboratorio de Física Nuclear

Citations(all)

16

Citations(since 2020)

14

Cited By

3

hIndex(all)

2

hIndex(since 2020)

2

i10Index(all)

0

i10Index(since 2020)

0

Email

University Profile Page

Google Scholar

Argenis Arriojas Skills & Research Interests

Computational Biology

Probabilistic Modeling

Reinforcement Learning

Bayesian inference

Top articles of Argenis Arriojas

Average-Reward Reinforcement Learning Using Insights from Non-Equilibrium Statistical Mechanics

Bulletin of the American Physical Society

2024/3/7

A Bayesian noisy logic model for inference of transcription factor activity from single cell and bulk transcriptomic data

NAR Genomics and Bioinformatics

2023/12/1

Argenis Arriojas
Argenis Arriojas

H-Index: 1

Kourosh Zarringhalam
Kourosh Zarringhalam

H-Index: 10

Bounding the optimal value function in compositional reinforcement learning

2023/7/2

Argenis Arriojas
Argenis Arriojas

H-Index: 1

Bayesian inference approach for entropy regularized reinforcement learning with stochastic dynamics

2023/7/2

Argenis Arriojas
Argenis Arriojas

H-Index: 1

Utilizing prior solutions for reward shaping and composition in entropy-regularized reinforcement learning

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Argenis Arriojas
Argenis Arriojas

H-Index: 1

Entropy regularized reinforcement learning using large deviation theory

Physical Review Research

2023/5/10

Argenis Arriojas
Argenis Arriojas

H-Index: 1

Abstract P6-11-14: Mitochondrial structure and function adaptation in residual triple negative breast cancer cells surviving chemotherapy treatment

Cancer Research

2023/3/1

Single cell expression and chromatin access of the Toxoplasma gondii lytic cycle identifies AP2XII-8 as an essential pivotal controller of a ribosome regulon

BioRXiv

2023

Results from a Mapping Between Reinforcement Learning and Non-Equilibrium Statistical Mechanics

APS March Meeting Abstracts

2023

Comparative single-cell transcriptional atlases of Babesia species reveal conserved and species-specific expression profiles

PLoS Biology

2022/9/22

Analytical Framework for Entropy Regularized Reinforcement Learning Using Probabilistic Inference

2022

Novel approaches and bounds for maximum entropy reinforcement learning using nonequilibrium statistical mechanics

APS March Meeting Abstracts

2022

See List of Professors in Argenis Arriojas University(Universidad Simón Bolívar)

Co-Authors

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