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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...
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09/18/2019
A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning
Optimization of hyper-parameters in reinforcement learning (RL) algorith...
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05/12/2018
Generating Rescheduling Knowledge using Reinforcement Learning in a Cognitive Architecture
In order to reach higher degrees of flexibility, adaptability and autono...
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05/12/2018
A Cognitive Approach to Real-time Rescheduling using SOAR-RL
Ensuring flexible and efficient manufacturing of customized products in ...
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05/12/2018