Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach.
Madyan AlsenwiNguyen H. TranMehdi BennisShashi Raj PandeyAnupam Kumar BairagiChoong Seon HongPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- learning capabilities
- resource allocation
- function approximation
- model free
- state space
- decision support
- reinforcement learning algorithms
- resource management
- optimal policy
- machine learning
- intelligent systems
- multi agent
- temporal difference learning
- deep learning
- dynamic programming
- learning process
- markov decision processes
- temporal difference
- data sets
- neural network
- resource consumption
- robotic control
- multi agent reinforcement learning
- context aware
- supervised learning
- mobile robot
- knowledge base
- data mining