Deep Reinforcement Learning and Markov Decision Problem for Task Offloading in Mobile Edge Computing.
Xiaohu GaoMei Choo AngSara A. AlthubitiPublished in: J. Grid Comput. (2023)
Keyphrases
- markov decision problems
- reinforcement learning
- partially observable
- state and action spaces
- state space
- transition model
- optimal policy
- model free
- reinforcement learning algorithms
- linear programming
- function approximators
- policy iteration
- multi agent
- dynamic programming
- function approximation
- markov decision processes
- temporal difference
- action space
- supervised learning
- decision problems
- least squares