Comparing Knowledge-Based Reinforcement Learning to Neural Networks in a Strategy Game.
Liudmyla NechepurenkoViktor VossVyacheslav GritsenkoPublished in: HAIS (2020)
Keyphrases
- neural network
- reinforcement learning
- optimal strategy
- pattern recognition
- genetic algorithm
- fuzzy logic
- game theory
- learning algorithm
- mixed strategy
- two player games
- artificial neural networks
- temporal abstractions
- virtual world
- function approximation
- model free
- video games
- computer games
- function approximators
- learning capabilities
- machine learning
- game ai
- game design
- neural nets
- expert systems
- multi agent
- multi layer
- game playing
- game theoretic
- optimal control
- reinforcement learning algorithms
- multilayer perceptron
- digital games
- feed forward
- fault diagnosis
- monte carlo tree search
- search algorithm
- evolutionary game