Reinforcement Learning in First Person Shooter Games.
Michelle McPartlandMarcus GallagherPublished in: IEEE Trans. Comput. Intell. AI Games (2011)
Keyphrases
- video games
- reinforcement learning
- computer games
- action sets
- learning agents
- educational games
- game playing
- game design
- function approximation
- game play
- reinforcement learning agents
- reinforcement learning algorithms
- temporal difference learning
- state space
- learning experience
- game based learning
- game development
- model free
- game theoretic
- robotic control
- machine learning
- learning algorithm
- multi agent reinforcement learning
- multiagent learning
- perfect information
- dynamic programming
- learning process
- neural network
- two player games
- multi agent
- serious games
- real robot
- supervised learning
- optimal policy
- temporal difference
- transfer learning
- game theory
- nash equilibrium