A Local Collaborative Distributed Reinforcement Learning Approach for Resource Allocation in V2X Networks.
Yue ZhangGuoping TanSiyuan ZhouPublished in: WASA (2) (2021)
Keyphrases
- resource allocation
- reinforcement learning
- distributed resource allocation
- resource sharing
- computer networks
- resource allocation and scheduling
- resource allocation problems
- resource management
- multi agent
- distributed systems
- optimal resource allocation
- cooperative
- allocation strategies
- distributed environment
- grid environment
- market equilibrium
- optimal policy
- resource allocation decisions
- scarce resources
- resource requirements
- allocation problems
- machine learning
- learning algorithm
- dynamic resource allocation
- resource availability
- resource usage
- grid systems
- combinatorial auctions
- computing environments
- peer to peer
- bidding strategies
- state space
- decision making
- reinforcement learning algorithms