Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing.
Xi ChenQihang LinDengyong ZhouPublished in: ICML (3) (2013)
Keyphrases
- knowledge based systems
- knowledge base
- asymptotically optimal
- knowledge acquisition
- expert systems
- machine learning
- knowledge representation
- optimal solution
- data sets
- dynamic programming
- learning environment
- artificial intelligence
- background knowledge
- knowledge sharing
- closed form
- action selection
- expected cost
- policy gradient