Deep Reinforcement Learning for Resource Management in C-RAN for Dynamic Environment.
Lu ChenMasayuki MurataPublished in: GLOBECOM (Workshops) (2021)
Keyphrases
- intelligent agents
- resource management
- dynamic environments
- reinforcement learning
- multi agent
- reinforcement learning algorithms
- reinforcement learning agents
- autonomous agents
- function approximation
- mobile robot
- grid computing
- resource utilization
- temporal difference
- changing environment
- path planning
- computing resources
- learning agent
- potential field
- resource usage
- transfer learning
- power control
- markov decision processes
- grid systems
- state space
- learning capabilities
- real robot
- resource allocation
- real environment