A Novel Method of Constructing ANN
2007
Artificial Neural Networks (ANNs) are powerful computational and modeling tools, however there are still some limitations in ANNs. In this paper, we give a new method to construct artificial neural network, which based on multi-agent theory and Reinforcement learning algorithm. All nodes in this new neural networks are presented as agents, and these agents have learning ability via implementing reinforcement learning algorithm. The experiment results show this method is effective.
Keywords:
- Machine learning
- Types of artificial neural networks
- Artificial neural network
- Physical neural network
- Wake-sleep algorithm
- Artificial intelligence
- Pattern recognition
- Evolutionary acquisition of neural topologies
- Learning classifier system
- Nervous system network models
- Computer science
- Neural modeling fields
- Deep learning
- Recurrent neural network
- Time delay neural network
- Competitive learning
- Correction
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