Training a Reinforcement Learning Agent based on XCS in a Competitive Snake Environment.
Johannes BüttnerSebastian von MammenPublished in: CoG (2021)
Keyphrases
- reinforcement learning
- dynamic environments
- training set
- learning capabilities
- real valued
- mobile robot
- function approximation
- training examples
- virtual training
- classifier systems
- real robot
- reinforcement learning algorithms
- learning classifier systems
- active contours
- supervised learning
- state space
- active learning
- multi agent systems
- multi agent
- learning algorithm
- autonomous agents
- virtual world
- virtual environment
- model free
- action selection
- dynamic programming
- population size
- agent receives