On the Convergence of Learning Algorithms in Bayesian Auction Games.
Martin BichlerStephan B. LunowaMatthias OberlechnerFabian R. PierothBarbara I. WohlmuthPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- computer games
- mechanism design
- machine learning algorithms
- learning problems
- game theory
- nash equilibria
- bayesian networks
- machine learning
- training data
- video games
- active learning
- learning tasks
- online auctions
- online game
- bayesian network structures
- serious games
- nash equilibrium
- convergence speed
- posterior probability
- convergence rate
- reinforcement learning
- learning rate
- game play
- game design
- learning scheme
- bayesian methods
- game playing
- labeled data
- incomplete information
- educational games
- transfer learning
- maximum likelihood
- bidding strategies
- supervised learning