Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN.
Soumeya KaadaDinh-Hieu TranNguyen Van HuynhMarie-Line Alberi-MorelSofiene JelassiGerardo RubinoPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- multi agent
- multi agent reinforcement learning
- cooperative
- reinforcement learning algorithms
- temporal difference
- optimization process
- state space
- optimization method
- multiple agents
- global optimization
- optimization model
- optimization algorithm
- constrained optimization
- machine learning
- fault tolerance
- multi agent environments
- reinforcement learning agents
- markov decision processes
- multiagent systems
- multi agent systems
- objective function
- combinatorial optimization
- autonomous agents
- missing data
- intelligent agents
- dynamic programming
- model free
- learning process
- learning algorithm
- data sets
- traffic signal control