PATENT CLAIM ANALYSIS

Application Number: 16030877
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-01
Patent Classification: ["700", "173000"]

Abstract:
Provided is a control apparatus outputting commands for respective axes of a machine having a redundant degree of freedom includes: a machine learning device that learns the commands for the respective axes of the machine. The machine learning device has a state observation section that observes, as state variables expressing a current state of an environment, data indicating movements of the respective axes of the machine or an execution state of a program, a determination data acquisition section that acquires determination data indicating an appropriateness determination result of a processing result, and a learning section that learns the movements of the respective axes of the machine or the execution state of the program and the commands for the respective axes of the machine, which are associated with one another, by using the state variables and the determination data.

Claim (Index 10):
A learning device learning commands for respective axes of a machine having a redundant degree of freedom, the learning device comprising:\n a state observation section that observes, as state variables expressing a current state of an environment, data indicating movements of the respective axes of the machine or an execution state of a program; a determination data acquisition section that acquires determination data indicating an appropriateness determination result of a processing result; and a learning section that learns the movements of the respective axes of the machine or the execution state of the program and the commands for the respective axes of the machine, which are associated with one another, by using the state variables and the determination data.

Metadata:
- Claim Count in Document: 20.0
- Percentile: 95.0
- Lexical Diversity: 2.53448
- Patent Class: 700.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15995384', '15995702', '15947835', '15936490', '15949572']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4181882915348067
- 35 USC 102 Novelty (BERT): 0.492724552610707
- Combined Prediction Score: 0.4256419176423967
- Mean Citation Score: 220.160318
- Max Citation Score: 251.01085
- Similarity Product: 177.9066054627597

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test