Towards the use of Quality-of-Service Metrics in Reinforcement Learning: A Robotics Example.
Juan Francisco Inglés-RomeroJuan Manuel EspínRubén Jiménez-AndreuRoberto FontCristina Vicente-ChicotePublished in: MoDELS (Workshops) (2018)
Keyphrases
- quality of service
- reinforcement learning
- qos requirements
- response time
- admission control
- real time
- resource management
- ad hoc networks
- network conditions
- web services
- resource utilization
- qos parameters
- qos aware
- ip networks
- state space
- network resources
- markov decision processes
- bandwidth utilization
- traffic engineering
- multi agent
- path selection
- service differentiation
- optimal policy
- resource reservation
- service level agreements
- video on demand
- multimedia services
- bandwidth allocation
- service selection
- qos routing
- call admission control
- service provisioning