Neural Network Pruning Through Constrained Reinforcement Learning.
Shehryar MalikMuhammad Umair HaiderOmer IqbalMurtaza TajPublished in: ICPR (2022)
Keyphrases
- neural network
- reinforcement learning
- function approximation
- back propagation
- artificial neural networks
- function approximators
- search space
- stock price prediction
- neural network model
- learning capabilities
- pruning method
- bp neural network
- robotic control
- learning algorithm
- activation function
- expert systems
- multi agent reinforcement learning
- feed forward
- pattern recognition
- fuzzy logic
- radial basis function
- neural network is trained
- self organizing maps
- multi layer
- network model
- effective pruning
- network architecture
- auto associative
- image reconstruction from projections
- genetic algorithm
- tree pruning
- pruning algorithms
- learning vector quantization
- learning classifier systems
- feedforward neural networks
- reinforcement learning algorithms
- model free
- training algorithm
- objective function
- recurrent neural networks
- search algorithm
- markov decision processes
- fault diagnosis
- state space
- dynamic programming