Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator.
Donghun LeeWarren B. PowellPublished in: AAMAS (2019)
Keyphrases
- meta learning
- meta knowledge
- sponsored search auctions
- multi agent systems
- multi agent
- sponsored search
- online auctions
- budget constraints
- combinatorial auctions
- learning tasks
- model selection
- bidding strategies
- machine learning algorithms
- knowledge representation
- decision trees
- domain knowledge
- inductive learning
- knowledge base
- data mining
- machine learning
- knowledge acquisition
- search engine
- online advertising
- auction mechanisms
- feature selection
- supervised learning
- click prediction
- pricing mechanism
- trading agent competition