Dynamic Resource Allocation Using Deep Reinforcement Learning for 6G Metaverse.
Haesik KimPublished in: ICAIIC (2024)
Keyphrases
- dynamic resource allocation
- reinforcement learning
- resource allocation
- state space
- function approximation
- allocation policies
- optimal policy
- temporal difference
- model free
- learning process
- control problems
- reinforcement learning algorithms
- markov decision processes
- transfer learning
- robotic control
- multi agent
- learning algorithm
- policy search
- multi agent reinforcement learning
- reinforcement learning methods
- direct policy search
- learning problems
- robot control
- optimal control
- database
- supervised learning
- dynamic programming
- social networks
- neural network
- databases