Dynamic Resource Allocation for MmWave UAV Communications: A Deep Reinforcement Learning Approach.
Yang WangYawen ChenZhaoming LuXiangming WenPublished in: ICCC Workshops (2022)
Keyphrases
- dynamic resource allocation
- reinforcement learning
- resource allocation
- function approximation
- communication systems
- allocation policies
- optimal policy
- function approximators
- reinforcement learning algorithms
- temporal difference learning
- markov decision processes
- control algorithm
- machine learning
- state space
- model free
- unmanned aerial vehicles
- multi agent reinforcement learning
- robotic control
- dynamic environments
- dynamic programming
- stochastic approximation
- vision based navigation
- action space
- action selection
- adaptive control
- communication networks
- learning problems
- transfer learning
- social networks
- genetic algorithm