Fast Convergence of Common Learning Algorithms in Games.
Dylan J. FosterZhiyuan LiThodoris LykourisKarthik SridharanÉva TardosPublished in: CoRR (2016)
Keyphrases
- learning algorithm
- machine learning algorithms
- computer games
- machine learning
- active learning
- supervised learning
- iterative algorithms
- training data
- learning rate
- game theoretic
- nash equilibria
- learning problems
- game theory
- learning process
- game development
- coalitional games
- video games
- game playing
- convergence speed
- convergence rate
- efficient learning
- transfer learning
- resource allocation
- reinforcement learning
- weighted majority
- leader follower