This repository contains an Artificial Intelligence / Reinforcement Learning Ontology in RDF/OWL format.
The AI/RL ontology project was started to help keep up with the pace of AI/RL development.
Using Protege
Load the ed-ai.owl file and start a reasoner.
You can update the ontology or browse the sample RL instances, to perform queries such as:
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Problems encountered in reinforcement learning:
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List of RL techniques for on-policy learning:
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List of Q-learning algorithms and their properties:
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List of papers, authors and the algorithms and techniques described in those papers:
Using WebProtege
Use the following settings you are using WebProtege to edit the RDF/OWL file.
New Entity Settings IRI Prefix: http://www.edowson.com/ontologies/2019/2/ai# IRI Suffix: Supplied name Spaces: Collapse and transform to CamelCase
New Entity Language Settings Annotation property: rdfs:label Language tag: en
Display Name Settings Display name property and language priority: rdfs:label, en Display name fallback: Fallback to IRI local name
Add the "OWL Entity Description Editor" view by click on the Classes tab menu and choosing it in the pop-up window.
You can add disjoints by using the DisjointClasses: keyword followed by a list of classes that should be disjoint.
Remember to use 'quotes' for classes that you are referring to using rdfs:label.