Deep Reinforcement Learning Based Resource Allocation for V2V Communications.
Hao YeGeoffrey Ye LiBiing-Hwang Fred JuangPublished in: IEEE Trans. Veh. Technol. (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- game theory
- state space
- optimal resource allocation
- function approximation
- learning algorithm
- resource requirements
- communication systems
- resource allocation and scheduling
- resource allocation decisions
- reinforcement learning algorithms
- temporal difference
- communication networks
- model free
- markov decision processes
- allocation problems
- power allocation
- scarce resources
- dynamic programming
- machine learning
- social welfare
- dynamic resource allocation
- multi agent