A.7: RL4MachineTuning: Difference between revisions

Latest revision as of 08:31, 27 December 2024

• Short Description: The library includes functionalities to apply reinforcement learning to industrial machines tuning.

• Applicable Business Category Manufacturing

• Application in relevant Projects/Initiatives: AIREGIO

• Asset Type: Library

• AI Breadth: Reinforcement Learning, Bayesian optimisation

• Learning Ability: Reinforcement Learning

• Related technologies: Python

• Applicable Research Area: Integrative AI

• Applicable Technical Category: Machine Learning

• License Information: Other CC BY-NC 3.0

• Related to circularity and sustainability: Yes

• Audience: Manufacturer

@@ Line 1: / Line 1: @@
 •	'''Short Description''':
+The library includes functionalities to apply reinforcement learning to industrial machines tuning.
+•	'''Reference, URL''': https://www.ai4europe.eu/research/ai-catalog/rl4machinetuning
-•	'''Reference, URL''':
+•	'''Applicable Business Category''' Manufacturing
-•	'''Relevant Domain/Industry''': Manufacturing
+•	'''Application in relevant Projects/Initiatives''': AIREGIO
-•	'''Application in relevant Projects/Initiatives''':
+•	'''Asset Type''': Library
-•	'''Type''':
+•	'''AI Breadth''': Reinforcement Learning, Bayesian optimisation
-•	'''AI Breadth''':
+•	'''Learning Ability''': Reinforcement Learning
-•	'''Learning Ability''':
+•	'''Related technologies''': Python
-•	'''Related technologies''':
+•	'''Applicable Research Area''': Integrative AI
-•	'''License Information''': Proprietary license
+•	'''Applicable Technical Category''': Machine Learning
-•	'''Related to circularity and sustainability''':
+•	'''License Information''': Other CC BY-NC 3.0
+•	'''Related to circularity and sustainability''': Yes
 •	'''Audience''': Manufacturer