A brief tutorial on reinforcement learning: The game of Chung Toi.
Christopher J. GattiJonathan D. LintonMark J. EmbrechtsPublished in: ESANN (2011)
Keyphrases
- reinforcement learning
- game theoretic
- function approximation
- game playing
- state space
- reinforcement learning algorithms
- video games
- game theory
- game play
- computer games
- coalitional games
- educational games
- temporal difference
- markov decision processes
- optimal policy
- temporal difference learning
- monte carlo tree search
- tutorial dialogue
- game development
- machine learning
- learning algorithm
- two player games
- nash equilibrium
- learning capabilities
- role playing
- transfer learning
- neural network
- cooperative game
- multiagent reinforcement learning
- state abstraction
- robotic control
- reinforcement learning methods
- function approximators
- digital games
- game design
- serious games
- optimal control
- learning problems
- virtual world