Switching-POMDP based admission control policies for service systems with distributed architecture.
Xiaonong LuBaoqun YinHaipeng ZhangPublished in: ICNSC (2014)
Keyphrases
- distributed architecture
- control policies
- service systems
- continuous state
- optimal policy
- reinforcement learning
- partially observable markov decision processes
- action space
- web technologies
- finite horizon
- service oriented
- control policy
- markov decision processes
- service level
- state space
- motion control
- finite state
- control strategies
- control system
- enterprise systems
- dynamic programming
- arrival rate
- call center
- markov decision process
- infinite horizon
- queueing model
- multi robot
- reward function
- long run
- heavy traffic
- multistage
- multi agent
- learning algorithm
- initial state
- queue length
- mobile robot