A reinforcement learning approach to personalized learning recommendation systems

Deep Reinforcement Learning: A Brief Survey

(2017) Kai Arulkumaran et al.   IEEE SIGNAL PROCESSING MAGAZINE

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Assessing Change in Latent Skills Across Time With Longitudinal Cognitive Diagnosis Modeling: An Evaluation of Model Performance

(2016) Yasemin Kaya et al.   EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT

A Group-Specific Recommender System

(2016) Xuan Bi et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

A Latent Transition Analysis Model for Assessing Change in Cognitive Skills

(2015) Feiming Li et al.   EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT

Reinforcement learning in robotics: A survey

(2013) Jens Kober et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Reinforcement Learning With Function Approximation for Traffic Signal Control

(2010) Prashanth LA et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

High-dimensional Exploratory Item Factor Analysis by A Metropolis–Hastings Robbins–Monro Algorithm

(2009) Li Cai   PSYCHOMETRIKA

Inference for non-regular parameters in optimal dynamic treatment regimes

(2009) Bibhas Chakraborty et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

A general diagnostic model applied to language testing data

(2007) Matthias Davier   BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY