The Applicability of Reinforcement Learning Methods in the Development of Industry 4.0 Applications

Table 1

Publication reference by principle captured.

Principle captured	Referred publications
Prediction, forecasting, estimation, planning	[10–39]
Detection, recognition, prevention, avoidance, protection	[10, 29, 39–71]
Evaluation, assessment	[18, 32, 54, 66, 72–81]
Classification, clustering	[35, 42, 66, 69, 69, 81–95]
Decision making	[11, 13, 17, 20, 21, 24, 38, 43, 61, 62, 66, 69, 82, 89, 93], [96–131]
Allocation, assignment, resource management	[20, 22, 31, 32, 39, 45, 60, 65, 67, 70, 75, 78, 83, 87, 91, 96, 97, 99, 100], [103, 104, 113, 119, 121, 121, 125, 127, 130], [130, 131, 131–154], [154–156, 156–178], [179–196], [196–202]
Scheduling, queuing, planning	[12, 19, 21, 24, 32, 72, 87, 88, 91, 93, 96, 99, 110, 113, 122, 125, 131, 150, 151, 160, 184, 188, 203–222]
Control	[12, 14, 15, 18, 23, 27, 31, 36, 37, 40, 56, 69, 70, 91, 93, 99, 101], [105–107, 111, 112, 122, 123, 129, 130], [149, 150, 167–169, 171, 180], [188, 189, 199, 200, 205, 217], [223–245], [245–265]