Task Rescheduling using Relational Reinforcement Learning. - Jorge Palombarini; Ernesto C. Martínez (Inteligencia Artif., 2012)

SmartGantt - An interactive system for generating and updating rescheduling knowledge using relational abstractions. - Jorge Palombarini; Ernesto C. Martínez (Comput. Chem. Eng., 2012)

SmartGantt - An intelligent system for real time rescheduling based on relational reinforcement learning. - Jorge Palombarini; Ernesto C. Martínez (Expert Syst. Appl., 2012)

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)

End-to-end on-line rescheduling from Gantt chart images using deep reinforcement learning. - Jorge A. Palombarini; Ernesto Carlos Martínez (Int. J. Prod. Res., 2022)