Deep Reinforcement Learning for Syntactic Error Repair in Student Programs.
Rahul GuptaAditya KanadeShirish K. ShevadePublished in: AAAI (2019)
Keyphrases
- reinforcement learning
- learning process
- error rate
- student learning
- learning environment
- state space
- optimal policy
- function approximation
- intelligent tutoring systems
- novice programmers
- error analysis
- undergraduate engineering
- learning algorithm
- failure rate
- computer programs
- transfer learning
- student model
- model free
- temporal difference
- optimal control
- reinforcement learning algorithms
- programming course
- error detection
- error bounds