Ernesto C. Martínez

According to our database1, Ernesto C. Martínez authored at least 16 papers between 2012 and 2019.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning.
CoRR, 2019

2018
Generating Rescheduling Knowledge using Reinforcement Learning in a Cognitive Architecture.
CoRR, 2018

A Cognitive Approach to Real-time Rescheduling using SOAR-RL.
CoRR, 2018

Towards Autonomous Reinforcement Learning: Automatic Setting of Hyper-parameters using Bayesian Optimization.
CoRR, 2018

Towards Autonomous Reinforcement Learning: Automatic Setting of Hyper-parameters using Bayesian Optimization.
CLEI Electron. J., 2018

Robust insulin estimation under glycemic variability using Bayesian filtering and Gaussian process models.
Biomed. Signal Proc. and Control, 2018

2017
Iterative modeling and optimization of biomass production using experimental feedback.
Computers & Chemical Engineering, 2017

Towards autonomous reinforcement learning: Automatic setting of hyper-parameters using Bayesian optimization.
Proceedings of the 2017 XLIII Latin American Computer Conference, 2017

2015
On-line policy learning and adaptation for real-time personalization of an artificial pancreas.
Expert Syst. Appl., 2015

Controlling blood glucose variability under uncertainty using reinforcement learning and Gaussian processes.
Appl. Soft Comput., 2015

An active inference approach to on-line agent monitoring in safety-critical systems.
Advanced Engineering Informatics, 2015

2014
Behavior monitoring under uncertainty using Bayesian surprise and optimal action selection.
Expert Syst. Appl., 2014

2013
Dynamic optimization of bioreactors using probabilistic tendency models and Bayesian active learning.
Computers & Chemical Engineering, 2013

2012
SmartGantt - An intelligent system for real time rescheduling based on relational reinforcement learning.
Expert Syst. Appl., 2012

SmartGantt - An interactive system for generating and updating rescheduling knowledge using relational abstractions.
Computers & Chemical Engineering, 2012

Task Rescheduling using Relational Reinforcement Learning.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2012


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