DeepLS: Local Search for Network Optimization Based on Lightweight Deep Reinforcement Learning.
Nicola Di CiccoMemedhe IbrahimiSebastian TroiaMassimo TornatorePublished in: IEEE Trans. Netw. Serv. Manag. (2024)
Keyphrases
- lightweight
- reinforcement learning
- communication infrastructure
- wireless sensor networks
- search algorithm
- global search
- combinatorial optimization
- peer to peer
- optimization algorithm
- genetic algorithm
- dos attacks
- network traffic
- computer networks
- development environments
- network architecture
- model free
- optimal policy
- network structure
- optimization problems
- global optimization
- state space
- neural network
- simulated annealing
- distributed databases
- function approximation
- evolutionary algorithm