Motivation and Problem Description (Using deep reinforcement learning for personalizing review sessions on e-learning platforms with spaced repetition)
Motivation
- Popularity of e-learning websites/applications
- "Recommending content and personalizing the learning sessions is a highly sought after tasks on these platforms"
- Explore the opportunities to substitute manually selected criteria
Problem
- Deeper explore and extend work Accelerating Human Learning with Deep Reinforcement Learning by several modifications.
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Motivation and Problem Description (Using deep reinforcement learning for personalizing review sessions on e-learning platforms with spaced repetition)
Scope (Using deep reinforcement learning for personalizing review sessions on e-learning platforms with spaced repetition)
Research Question and Objectives (Using deep reinforcement learning for personalizing review sessions on e-learning platforms with spaced repetition)
Reference for Accelerating Human Learning with Deep Reinforcement Learning
Introduction (Accelerating Human Learning With Deep Reinforcement Learning)
Related Work (Accelerating Human Learning With Deep Reinforcement Learning)
Spaced Repetition via Model-Free Reinforcement Learning (Accelerating Human Learning With Deep Reinforcement Learning)
Discussion (Accelerating Human Learning With Deep Reinforcement Learning)
Experiments (Accelerating Human Learning With Deep Reinforcement Learning)
Background (Accelerating Human Learning With Deep Reinforcement Learning)
Motivation and Problem Description (Using deep reinforcement learning for personalizing review sessions on e-learning platforms with spaced repetition)