Deep Reinforcement Learning based Resource Allocation for V2V Communications.
Hao YeGeoffrey Ye LiBiing-Hwang Fred JuangPublished in: CoRR (2018)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- function approximation
- resource management
- resource allocation problems
- game theory
- communication systems
- allocation problems
- scarce resources
- markov decision processes
- resource allocation decisions
- temporal difference
- resource requirements
- state space
- learning algorithm
- dynamic resource allocation
- multi agent
- dynamic programming
- resource availability
- allocation strategies
- trading agents
- management system
- communication networks
- optimal policy
- distributed resource allocation
- cooperative
- resource consumption
- reinforcement learning algorithms
- learning process
- response time