Model-Free Learning

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf Reinforcement Learning Method
gptkbp:appliesTo gptkb:robot
Control Systems
Game Playing
gptkbp:canBe Off-Policy
On-Policy
gptkbp:compatibleWith Explicit Model of Environment
gptkbp:contrastsWith Model-Based Learning
gptkbp:dependsOn Trial and Error
gptkbp:doesNotBuild Reward Model
Transition Model
gptkbp:example gptkb:SARSA
gptkb:Q-Learning
Policy Gradient Methods
gptkbp:focusesOn Learning from Experience
https://www.w3.org/2000/01/rdf-schema#label Model-Free Learning
gptkbp:learns Policies
Value Functions
gptkbp:studiedIn gptkb:Machine_Learning
gptkb:artificial_intelligence
gptkbp:usedIn gptkb:Reinforcement_Learning
gptkbp:bfsParent gptkb:Temporal_Difference_Learning
gptkbp:bfsLayer 7