A comparison of exploration strategies used in reinforcement learning for building an intelligent tutoring system.
Jezuina KoroveshiAna KtonaPublished in: RTA-CSIT (2021)
Keyphrases
- reinforcement learning
- exploration strategy
- active exploration
- action selection
- model based reinforcement learning
- machine learning
- case study
- state space
- optimal policy
- search strategies
- control strategies
- optimal strategy
- unknown environments
- temporal difference learning
- learning agents
- partially observable markov decision processes
- function approximation
- learning process
- information retrieval