Towards Autonomous Reinforcement Learning: Automatic Setting of Hyper-parameters using Bayesian Optimization. - Juan Cruz Barsce; Jorge A. Palombarini; Ernesto C. Martínez (CLEI Electron. J., 2018)

A Cognitive Approach to Real-time Rescheduling using SOAR-RL. - Juan Cruz Barsce; Jorge A. Palombarini; Ernesto C. Martínez (CoRR, 2018)

Generating Rescheduling Knowledge using Reinforcement Learning in a Cognitive Architecture. - Jorge A. Palombarini; Juan Cruz Barsce; Ernesto C. Martínez (CoRR, 2018)

A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning. - Juan Cruz Barsce; Jorge A. Palombarini; Ernesto C. Martínez (CoRR, 2019)

Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning. - Juan Cruz Barsce; Jorge A. Palombarini; Ernesto C. Martínez (CoRR, 2021)