QoS based Deep Reinforcement Learning for V2X Resource Allocation.
Shubhangi BhadauriaZohaib ShabbirElke Roth-MandutzGeorg FischerPublished in: BlackSeaCom (2020)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- quality of service
- function approximation
- resource allocation problems
- resource usage
- state space
- allocation problems
- learning algorithm
- resource utilization
- scarce resources
- resource consumption
- allocation strategies
- resource allocation decisions
- markov decision processes
- optimal policy
- optimal resource allocation
- packet scheduling
- reinforcement learning algorithms
- multi agent
- social welfare
- allocate resources
- market equilibrium
- model free
- grid computing
- web services
- resource requirements
- grid environment
- temporal difference
- combinatorial auctions
- dynamic resource allocation
- management system
- dynamic programming
- learning process
- real time