Where's the Reward? A Review of Reinforcement Learning for Instructional Sequencing.
Shayan DoroudiPublished in: ITS Workshops (2018)
Keyphrases
- learning capabilities
- reinforcement learning
- learning process
- learning agent
- function approximation
- reinforcement learning algorithms
- state space
- markov decision processes
- optimal policy
- eligibility traces
- learning environment
- learning algorithm
- temporal difference
- model free
- instructional design
- machine learning
- multi agent
- action selection
- dynamic programming
- optimal control
- student learning
- learning materials
- intelligent learning environments
- reward function
- learning outcomes
- partially observable
- average reward
- policy gradient
- secondary education
- total reward
- reward shaping