Juan Cruz Barsce

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 7

Top Topics

Parameter Optimization

Reinforcement Learning

Hyperparameters

Top Venues

CLEI Electron. J.

Publications

Juan Cruz Barsce, Jorge A. Palombarini, Ernesto C. Martínez
Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning. CoRR (2021)
Juan Cruz Barsce, Jorge A. Palombarini, Ernesto C. Martínez
A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning. CoRR (2019)
Juan Cruz Barsce, Jorge A. Palombarini, Ernesto C. Martínez
Towards Autonomous Reinforcement Learning: Automatic Setting of Hyper-parameters using Bayesian Optimization. CoRR (2018)
Jorge A. Palombarini, Juan Cruz Barsce, Ernesto C. Martínez
Generating Rescheduling Knowledge using Reinforcement Learning in a Cognitive Architecture. CoRR (2018)
Juan Cruz Barsce, Jorge A. Palombarini, Ernesto C. Martínez
A Cognitive Approach to Real-time Rescheduling using SOAR-RL. CoRR (2018)
Juan Cruz Barsce, Jorge A. Palombarini, Ernesto C. Martínez
Towards Autonomous Reinforcement Learning: Automatic Setting of Hyper-parameters using Bayesian Optimization. CLEI Electron. J. 21 (2) (2018)
Juan Cruz Barsce, Jorge Palombarini, Ernesto C. Martínez
Towards autonomous reinforcement learning: Automatic setting of hyper-parameters using Bayesian optimization. CLEI (2017)