Layerwise Quantum Deep Reinforcement Learning for Joint Optimization of UAV Trajectory and Resource Allocation.
SilviriantiBhaskara NarottamaSoo Young ShinPublished in: IEEE Internet Things J. (2024)
Keyphrases
- resource allocation
- joint optimization
- reinforcement learning
- optimal resource allocation
- resource allocation problems
- sparse representation
- multi agent
- resource management
- allocation problems
- path planning
- state space
- allocate resources
- multiple description coding
- model free
- resource requirements
- distributed resource allocation
- allocation strategies
- dynamic resource allocation
- resource allocation decisions
- resource availability
- machine learning
- resource usage
- reinforcement learning algorithms
- optimal policy
- learning algorithm
- markov decision processes
- image representation
- scarce resources
- multiscale
- data mining
- resource allocation and scheduling