Juan Cruz Barsce | DeepAI

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Featured Co-authors

Jorge A. Palombarini
5 publications
Ernesto C. Martínez
4 publications
Ernesto Martínez
3 publications

∙ 12/15/2021

Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning

Optimal setting of several hyper-parameters in machine learning algorith...

4 Juan Cruz Barsce, et al. ∙

∙ 09/18/2019

A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning

Optimization of hyper-parameters in reinforcement learning (RL) algorith...

0 Juan Cruz Barsce, et al. ∙

∙ 05/12/2018

Generating Rescheduling Knowledge using Reinforcement Learning in a Cognitive Architecture

In order to reach higher degrees of flexibility, adaptability and autono...

0 Jorge A. Palombarini, et al. ∙

∙ 05/12/2018

A Cognitive Approach to Real-time Rescheduling using SOAR-RL

Ensuring flexible and efficient manufacturing of customized products in ...

0 Juan Cruz Barsce, et al. ∙

∙ 05/12/2018

Towards Autonomous Reinforcement Learning: Automatic Setting of Hyper-parameters using Bayesian Optimization

With the increase of machine learning usage by industries and scientific...

0 Juan Cruz Barsce, et al. ∙

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