Convergent Learning Algorithms for Unknown Reward Games.
Archie C. ChapmanDavid S. LeslieAlex RogersNicholas R. JenningsPublished in: SIAM J. Control. Optim. (2013)
Keyphrases
- learning algorithm
- reinforcement learning
- video games
- learning agent
- computer games
- active learning
- machine learning algorithms
- learning problems
- training data
- machine learning
- learning scheme
- nash equilibria
- learning agents
- educational games
- game theory
- learning tasks
- human computation
- decision problems
- game theoretic
- weighted majority
- perfect information
- initially unknown
- pure nash equilibria
- online game
- reinforcement learning algorithms
- reward function
- game play
- learning models
- transfer learning
- supervised learning
- cooperative