Joint Lifetime-Outage Optimization in Relay-Enabled IoT Networks - A Deep Reinforcement Learning Approach.
Ali Reza HeidarpourMohammad Reza HeidarpourMasoud ArdakaniChintha TellamburaMurat UysalPublished in: IEEE Commun. Lett. (2023)
Keyphrases
- reinforcement learning
- joint optimization
- optimization problems
- learning algorithm
- reinforcement learning algorithms
- optimization algorithm
- management system
- state space
- optimization method
- complex networks
- combinatorial optimization
- global optimization
- computer networks
- optimization process
- social networks
- network design
- machine learning
- cellular networks
- heterogeneous networks
- temporal difference
- constrained optimization
- optimization methods
- markov decision processes