Chaotic Exploration Effects on Reinforcement Learning in Shortcut Maze Task.
Koichiro MorihiroNobuyuki MatsuiHaruhiko NishimuraPublished in: Int. J. Bifurc. Chaos (2006)
Keyphrases
- reinforcement learning
- active exploration
- action selection
- exploration strategy
- function approximation
- state space
- dynamic programming
- machine learning
- reinforcement learning algorithms
- supervised learning
- optimal policy
- cellular automata
- model free
- transfer learning
- active learning
- learning algorithm
- data sets
- learning process
- nonlinear dynamics
- e learning
- chaos theory
- robotic control
- model based reinforcement learning