Reinforcement Learning

Approximate dynamic programming for an inventory problem: Empirical comparison

Engineering / Reinforcement Learning / Inventory Control / Heterogeneity / Simulation / Approximate Dynamic Programming / Mathematical Sciences / Conditional Heteroscedasticity / Approximate Dynamic Programming / Mathematical Sciences / Conditional Heteroscedasticity

Substantia nigra activity level predicts trial-to-trial adjustments in cognitive control

Psychology / Cognitive Science / Reinforcement Learning / Cognitive Control / Cognition / Functional MRI / Cognitive Neuroscience / Cognitive / Subthalamic Nucleus / Learning / Brain Mapping / Humans / Female / Male / Reaction Time / Young Adult / Substantia nigra / Oxygen / Adult / Control Region / Ventral Tegmental Area / Neurosciences / Predictive value of tests / Functional MRI / Cognitive Neuroscience / Cognitive / Subthalamic Nucleus / Learning / Brain Mapping / Humans / Female / Male / Reaction Time / Young Adult / Substantia nigra / Oxygen / Adult / Control Region / Ventral Tegmental Area / Neurosciences / Predictive value of tests

Reinforcement learning via kernel temporal difference

Algorithms / Artificial Intelligence / Reinforcement Learning / Machine Learning / Biomimetics / Electroencephalography / Neural Network / Brain / Humans / Adaptive Filter / Task Performance / Computer User Interface Design / Backpropagation / Time delay neural network TDN / Temporal Difference / Least-squares Approximation / Electroencephalography / Neural Network / Brain / Humans / Adaptive Filter / Task Performance / Computer User Interface Design / Backpropagation / Time delay neural network TDN / Temporal Difference / Least-squares Approximation

Substantia nigra activity level predicts trial-to-trial adjustments in cognitive control

Psychology / Cognitive Science / Reinforcement Learning / Cognitive Control / Cognition / Functional MRI / Cognitive Neuroscience / Cognitive / Subthalamic Nucleus / Learning / Brain Mapping / Humans / Female / Male / Reaction Time / Young Adult / Substantia nigra / Oxygen / Adult / Control Region / Ventral Tegmental Area / Neurosciences / Predictive value of tests / Functional MRI / Cognitive Neuroscience / Cognitive / Subthalamic Nucleus / Learning / Brain Mapping / Humans / Female / Male / Reaction Time / Young Adult / Substantia nigra / Oxygen / Adult / Control Region / Ventral Tegmental Area / Neurosciences / Predictive value of tests

Sparse Temporal Difference Learning Using LASSO

Reinforcement Learning / Function approximation / Gradient Descent / Temporal Difference / Curse of Dimensionality

Closed-loop learning of visual control policies

Cognitive Science / Applied Mathematics / Artificial Intelligence / Reinforcement Learning / Greedy Algorithm / Visual Features

Temporal difference and policy search methods for reinforcement learning: An empirical comparison

Reinforcement Learning / Genetic Algorithm / Robot Soccer / Temporal Difference / Learning Methods

Temporal Difference and Policy Search Methods for Reinforcement Learning: An Empirical Comparison

Reinforcement Learning / Genetic Algorithm / Robot Soccer / Temporal Difference / Learning Methods

Approximate dynamic programming for an inventory problem: Empirical comparison

Engineering / Reinforcement Learning / Inventory Control / Approximate Dynamic Programming / Mathematical Sciences / Conditional Heteroscedasticity

A Reinforcement Learning Solution for Allocating Replicated Fragments in a Distributed Database Una solución de Aprendizaje Reforzado para ubicar fragmentos replicados en Bases de Datos Distribuidas

Distributed Database / Reinforcement Learning / Q Learning / Design process / Sistemas Y Computacion / Replication / Data Distribution / Allocation / Distributed Database System / Replication / Data Distribution / Allocation / Distributed Database System

Approximate dynamic programming for an inventory problem: Empirical comparison

Engineering / Reinforcement Learning / Inventory Control / Heterogeneity / Simulation / Approximate Dynamic Programming / Mathematical Sciences / Conditional Heteroscedasticity / Approximate Dynamic Programming / Mathematical Sciences / Conditional Heteroscedasticity

Controller design via adaptive critic and model reference methods

Reinforcement Learning / Optimal Control / Adaptive Control / Dynamic programming / System Dynamics / Neural Networks / Controller Design / Control Systems / Learning / Nonlinear Systems / Approximate Dynamic Programming / Reference model / Design optimization / Model reference adaptive control / Nonlinear system / Neural Networks / Controller Design / Control Systems / Learning / Nonlinear Systems / Approximate Dynamic Programming / Reference model / Design optimization / Model reference adaptive control / Nonlinear system

Transfer learning via inter-task mappings for temporal difference learning

Reinforcement Learning / Machine Learning / Radial Basis Function / Transfer Learning / Function approximation / Temporal Difference / Artificial Neural Network / Temporal Difference / Artificial Neural Network

Temporal difference and policy search methods for reinforcement learning: An empirical comparison

Reinforcement Learning / Genetic Algorithm / Robot Soccer / Temporal Difference / Learning Methods
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