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gptkbp:instanceOf
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Machine Learning Paradigm
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gptkbp:alsoKnownAs
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gptkb:Learning_from_Demonstration
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gptkbp:application
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gptkb:Robotic_Manipulation
Human-Robot Interaction
Autonomous Driving
Game Playing
|
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gptkbp:challenge
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Covariate Shift
Distributional Shift
Imperfect Demonstrations
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gptkbp:fieldOfStudy
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gptkb:Machine_Learning
gptkb:artificial_intelligence
gptkb:robot
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gptkbp:goal
|
Learn behavior from expert demonstrations
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https://www.w3.org/2000/01/rdf-schema#label
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Imitation Learning
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gptkbp:input
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Expert Demonstrations
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gptkbp:method
|
gptkb:Inverse_Reinforcement_Learning
gptkb:Reinforcement_Learning
Supervised Learning
|
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gptkbp:notableFor
|
gptkb:GAIL
gptkb:Behavioral_Cloning
gptkb:DAgger
|
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gptkbp:originatedIn
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gptkb:Cognitive_Science
gptkb:Behavioral_Psychology
|
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gptkbp:output
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gptkb:public_policy
|
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gptkbp:relatedTo
|
gptkb:Behavioral_Cloning
gptkb:Inverse_Reinforcement_Learning
gptkb:Reinforcement_Learning
|
|
gptkbp:usedIn
|
gptkb:Computer_Vision
gptkb:Natural_Language_Processing
gptkb:Assistive_Robotics
gptkb:Healthcare_Robotics
gptkb:Smart_Home_Systems
gptkb:Sports_Analytics
gptkb:Video_Game_AI
gptkb:Autonomous_Systems
Education Technology
Industrial Automation
Speech Processing
Customer Service Automation
Drone Navigation
Entertainment AI
Finance Automation
Logistics Automation
Medical Diagnosis Assistance
Personalized Recommendation
Retail Automation
Security Surveillance
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gptkbp:bfsParent
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gptkb:Unity_Machine_Learning_Agents
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gptkbp:bfsLayer
|
6
|