Using Reinforcement Learning to Optimize the Policies of an Intelligent Tutoring System for Interpersonal Skills Training.
Kallirroi GeorgilaMark G. CoreBenjamin D. NyeShamya KarumbaiahDaniel AuerbachMaya RamPublished in: AAMAS (2019)
Keyphrases
- reinforcement learning
- soft skills
- optimal policy
- project management
- training program
- policy search
- training sessions
- markov decision process
- function approximation
- medical students
- supervised learning
- control policies
- state space
- partially observable markov decision processes
- technical skills
- reinforcement learning agents
- reward function
- skill acquisition
- intelligent tutoring systems
- web based training
- markov decision processes
- learning algorithm
- fitted q iteration
- technology enhanced
- reinforcement learning algorithms
- temporal difference
- training process
- tutoring system
- training set
- multi agent
- reinforcement learning methods
- motor skills
- student learning
- mobile robot
- hierarchical reinforcement learning
- information technology
- training data