OSCAR: A Contention Window Optimization Approach Using Deep Reinforcement Learning.
Christian GrassoRaoul RaftopoulosGiovanni SchembraPublished in: ICC (2023)
Keyphrases
- reinforcement learning
- optimization algorithm
- global optimization
- function approximation
- sliding window
- markov decision processes
- robotic control
- discrete optimization
- constrained optimization
- neural network
- information systems
- optimization problems
- dynamic programming
- multi objective
- optimization method
- distributed databases
- multi agent
- optimization process
- learning algorithm
- action selection
- temporal difference
- window size
- genetic algorithm
- machine learning