GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning.
Sixing YuArya MazaheriAli JannesariPublished in: CoRR (2021)
Keyphrases
- multistage
- reinforcement learning
- optimal policy
- graph embedding
- dynamic programming
- interconnection networks
- function approximation
- reinforcement learning algorithms
- state space
- single stage
- model free
- markov decision processes
- rl algorithms
- lot sizing
- low dimensional
- transfer learning
- learning process
- discriminant analysis
- data mining
- learning algorithm
- optimal control
- sufficient conditions
- subspace learning
- dimensionality reduction
- markov decision process
- pattern recognition
- feature extraction