Learning Expert Models for Educationally Relevant Tasks using Reinforcement Learning.
Christopher J. MacLellanAdit GuptaPublished in: EDM (2021)
Keyphrases
- reinforcement learning
- learning process
- prior knowledge
- learning algorithm
- learning problems
- multiple tasks
- learning systems
- previously learned
- supervised learning
- active exploration
- learning models
- online learning
- knowledge acquisition
- machine learning algorithms
- actor critic
- complex domains
- learning tasks
- active learning
- hidden state
- evolutionary learning
- accurate models
- learning agents
- solve complex tasks
- inverse reinforcement learning
- probabilistic model
- structured prediction
- hidden variables
- multi task
- computational models
- transfer learning
- domain experts
- optimal policy
- model selection
- state space