Distributional reinforcement learning with epistemic and aleatoric uncertainty estimation
Qi Liu, Yanjie Li, Shiyu Chen, Ke Lin, Xiongtao Shi, Yunjiang Lou
Topics & Concepts
Reinforcement learningQuantileComputer scienceBellman equationRandom variableUncertainty quantificationArtificial intelligenceExtreme value theoryFunction (biology)Mathematical optimizationDistribution (mathematics)MathematicsEconometricsMachine learningStatisticsEvolutionary biologyBiologyMathematical analysisReinforcement Learning in RoboticsAdaptive Dynamic Programming ControlExtremum Seeking Control Systems