UAV-Assisted Semantic Communication with Hybrid Action Reinforcement Learning.
Peiyuan SiJun ZhaoKwok-Yan LamQing YangPublished in: GLOBECOM (2023)
Keyphrases
- reinforcement learning
- action descriptions
- action selection
- function approximation
- partially observable domains
- natural language
- reward shaping
- action space
- semantic information
- web service descriptions
- high level
- semantic web
- domain specific
- state space
- path planning
- semantic annotation
- communication networks
- semantic similarity
- semantic network
- control algorithm
- transition model
- semantic description
- semantic knowledge
- fitted q iteration
- neural network
- temporal difference
- model free
- domain independent
- domain ontology
- dynamic environments
- sensor networks
- web services