Soft Actor-Critic Deep Reinforcement Learning Based Interference Resource Allocation.
Ning RaoHua XuBalin SongYunhao ShiPublished in: ICCAI (2021)
Keyphrases
- resource allocation
- actor critic
- reinforcement learning
- temporal difference
- policy gradient
- approximate dynamic programming
- optimal control
- reinforcement learning algorithms
- neuro fuzzy
- gradient method
- policy iteration
- function approximation
- resource allocation problems
- model free
- game theory
- markov decision processes
- state space
- policy gradient methods
- monte carlo
- optimal policy
- optimal resource allocation
- rl algorithms
- action selection
- reinforcement learning methods
- multi agent
- function approximators
- supervised learning
- cooperative