Cloud-Edge Collaboration via Preference-based Reinforcement Learning in Semantic Communications.
Yikai XuMingkai ChenZhe ZhangPublished in: CBD (2023)
Keyphrases
- reinforcement learning
- cloud computing
- collective knowledge
- edge detection
- state space
- semantic information
- optimal policy
- collaborative learning
- edge information
- semantic knowledge
- function approximation
- semantic web
- semantic description
- learning algorithm
- semantic similarity
- markov decision processes
- weighted graph
- communication systems
- semantic web technologies
- semantic analysis
- semantic annotation
- knowledge sharing
- machine learning
- learning process
- learning community
- domain ontology
- domain specific
- dynamic programming
- semantic relationships
- reinforcement learning algorithms
- natural language
- semantic representation
- multi agent
- communication patterns
- information retrieval