A Deep Reinforcement Learning-Based Two-Dimensional Resource Allocation Technique for V2I Communications.
Heetae JinJeongbin SeoJeonghun ParkSuk Chan KimPublished in: IEEE Access (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- function approximation
- allocation problems
- resource allocation problems
- game theory
- optimal resource allocation
- resource requirements
- model free
- allocation strategies
- learning algorithm
- optimal policy
- markov decision processes
- state space
- reinforcement learning algorithms
- communication systems
- social welfare
- resource usage
- special case
- cooperative
- distributed resource allocation
- autonomous agents
- temporal difference
- combinatorial auctions
- bidding strategies
- resource consumption
- communication networks
- resource availability
- learning process
- dynamic resource allocation
- resource allocation decisions