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Class: ReinforcementLearning

Learning of an optimal sequence of actions to maximise a reward through

interaction with an environment

URI: ai:ReinforcementLearning

 classDiagram
    class ReinforcementLearning
    click ReinforcementLearning href "../ReinforcementLearning/"
      TrainingTechnique <|-- ReinforcementLearning
        click TrainingTechnique href "../TrainingTechnique/"
      MachineLearning <|-- ReinforcementLearning
        click MachineLearning href "../MachineLearning/"

Inheritance

Class Properties

Property Value
Class URI ai:ReinforcementLearning

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Reinforcement Learning

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 22989:2022 3.3.9
upstream_iri https://w3id.org/dpv/ai/owl#ReinforcementLearning
dpv_extension_slug ai

Schema Source

Mappings

Mapping Type Mapped Value
self ai:ReinforcementLearning
native ai:ReinforcementLearning
exact dpv_ai:ReinforcementLearning, dpv_ai_owl:ReinforcementLearning

LinkML Source

Direct

name: ReinforcementLearning
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.3.9
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#ReinforcementLearning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Learning of an optimal sequence of actions to maximise a reward through

  interaction with an environment'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Reinforcement Learning
exact_mappings:
- dpv_ai:ReinforcementLearning
- dpv_ai_owl:ReinforcementLearning
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:ReinforcementLearning

Induced

name: ReinforcementLearning
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.3.9
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#ReinforcementLearning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Learning of an optimal sequence of actions to maximise a reward through

  interaction with an environment'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Reinforcement Learning
exact_mappings:
- dpv_ai:ReinforcementLearning
- dpv_ai_owl:ReinforcementLearning
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:ReinforcementLearning