Poster Abstract: Deep Reinforcement Learning-based Resource Allocation in Vehicular Fog Computing.
Seung-Seob LeeSukyoung LeePublished in: INFOCOM Workshops (2019)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- resource allocation problems
- resource management
- resource requirements
- allocation problems
- game theory
- allocation strategies
- markov decision processes
- resource allocation and scheduling
- function approximation
- traffic flow
- model free
- combinatorial auctions
- machine learning
- dynamic programming
- scarce resources
- social welfare
- resource consumption
- response time
- resource availability
- cooperative
- dynamic resource allocation
- multi agent
- resource allocation decisions
- learning algorithm