Leveraging Machine Learning for Bidding Strategies in Miner Extractable Value (MEV) Auctions.
Christoffer RaunBenjamin EstermannLiyi ZhouKaihua QinRoger WattenhoferArthur GervaisYe WangPublished in: IACR Cryptol. ePrint Arch. (2023)
Keyphrases
- bidding strategies
- machine learning
- online auctions
- resource allocation
- multi unit
- test bed
- combinatorial auctions
- budget constraints
- electricity markets
- auction mechanisms
- empirical data
- data mining
- continuous double auctions
- decision makers
- double auction
- special case
- market conditions
- bayesian networks
- artificial intelligence
- expected utility
- cloud computing
- market clearing
- resource reservation
- sponsored search auctions
- logit model