Deep Reinforcement Learning for Resource Allocation in V2V Communications.
Hao YeGeoffrey Ye LiPublished in: ICC (2018)
Keyphrases
- resource allocation
- reinforcement learning
- function approximation
- resource allocation problems
- resource management
- optimal resource allocation
- game theory
- state space
- allocation problems
- communication systems
- reinforcement learning algorithms
- resource allocation and scheduling
- resource requirements
- model free
- markov decision processes
- multi agent
- resource consumption
- distributed resource allocation
- resource availability
- learning process
- temporal difference
- communication networks
- optimal policy
- market equilibrium
- allocation strategies
- machine learning
- resource allocation decisions
- scarce resources
- dynamic resource allocation
- power allocation
- allocate resources
- dynamic programming
- resource usage
- social welfare