Reinforcement Learning for Resource Allocation with Periodic Traffic Patterns.
Zheyu ChenKin K. LeungShiqiang WangLeandros TassiulasKevin S. ChanPatrick J. BakerPublished in: ICC Workshops (2023)
Keyphrases
- resource allocation
- traffic patterns
- reinforcement learning
- dynamically changing
- network traffic
- traffic flow
- resource management
- traffic engineering
- resource allocation problems
- network topology
- traffic data
- multi agent
- learning algorithm
- state space
- optimal resource allocation
- traffic congestion
- traffic conditions
- data mining
- wireless mesh networks
- camera network
- travel time
- np hard