Research Article

An Adaptive Reinforcement Learning-Based Scheduling Approach with Combination Rules for Mixed-Line Job Shop Production

Table 4

Parameter setting of the LinUCB-based scheduling method.

Algorithm parametersValues

Dimension of features31
Dimension of actions9
Number of arms9
Exploration rate0.25
Training steps800