Knowledge-Based Exploration for Reinforcement Learning in Self-Organizing Neural Networks.
Teck-Hou TengAh-Hwee TanPublished in: IAT (2012)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- exploration exploitation
- model based reinforcement learning
- function approximation
- model free
- autonomous learning
- balancing exploration and exploitation
- expert systems
- state space
- optimal policy
- reinforcement learning algorithms
- neural network
- reinforcement learning methods
- temporal abstractions
- exploration exploitation tradeoff
- temporal difference
- dynamic programming
- machine learning
- markov decision processes
- markov chain
- learning process
- learning algorithm
- evaluation function
- information visualization
- learning problems
- learning agents
- transfer learning
- robotic control
- website