Does China need to rethink its metrics- and citation-based research rewards policies?
Jaime A. Teixeira da SilvaPublished in: Scientometrics (2017)
Keyphrases
- reward function
- reinforcement learning
- optimal policy
- markov decision processes
- control policy
- discounted reward
- expected reward
- evaluation metrics
- citation analysis
- multiarmed bandit
- credit assignment
- developed countries
- quality metrics
- hong kong
- similarity metrics
- analytical models
- infinite horizon
- state space
- total reward
- digital libraries
- machine learning
- neural network