Combination of Auction Theory and Multi-Armed Bandits: Model, Algorithm, and Application.
Guoju GaoSijie HuangHe HuangMingjun XiaoJie WuYu-e SunSheng ZhangPublished in: IEEE Trans. Mob. Comput. (2023)
Keyphrases
- probabilistic model
- objective function
- dynamic programming
- worst case
- np hard
- theoretical framework
- multi armed bandits
- learning algorithm
- model free
- closed form
- em algorithm
- linear programming
- search space
- expectation maximization
- statistical models
- active learning
- bayesian framework
- negative matrix factorization
- nonnegative matrix factorization
- log likelihood
- optimal solution