Reinforcement Learning for Optimal Control of Queueing Systems.
Bai LiuQiaomin XieEytan H. ModianoPublished in: Allerton (2019)
Keyphrases
- queueing systems
- optimal control
- control problems
- reinforcement learning
- dynamic programming
- control strategy
- optimal control problems
- infinite horizon
- stochastic control
- state space
- control law
- rl algorithms
- adaptive control
- function approximation
- actor critic
- reinforcement learning algorithms
- average cost
- neural network
- markov decision processes
- learning algorithm
- machine learning