An Optimal Bidimensional Multi-Armed Bandit Auction for Multi-unit Procurement.
Satyanath BhatShweta JainSujit GujarYadati NarahariPublished in: AAMAS (2015)
Keyphrases
- multi unit
- budget constraints
- multi armed bandit
- combinatorial auctions
- winner determination
- auction protocol
- bidding strategies
- quasi linear
- reinforcement learning
- electronic commerce
- mechanism design
- sealed bid auctions
- machine learning
- resource allocation
- optimal solution
- auction mechanisms
- closed form
- reverse auction
- np hard
- multi agent systems
- learning algorithm