Deep Reinforcement Learning for Computation Offloading and Resource Allocation in Unmanned-Aerial-Vehicle Assisted Edge Computing.
Shuyang LiXiaohui HuYongwen DuPublished in: Sensors (2021)
Keyphrases
- resource allocation
- reinforcement learning
- unmanned aerial vehicles
- resource allocation problems
- resource management
- optimal resource allocation
- distributed resource allocation
- dynamic resource allocation
- scarce resources
- resource requirements
- allocation problems
- machine learning
- resource allocation decisions
- state space
- markov decision processes
- expert systems
- resource usage
- decision making
- allocate resources
- robot control
- allocation strategies
- reinforcement learning algorithms
- dynamic environments
- cooperative
- learning algorithm