Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents.
Hassan FawazJulien LescaPham Tran Anh QuangJérémie LeguayDjamal ZeghlachePaolo MedaglianiPublished in: IEEE Trans. Netw. Serv. Manag. (2023)
Keyphrases
- reinforcement learning
- multi agent
- learning agents
- action selection
- multi agent systems
- agent receives
- intelligent agents
- multi agent reinforcement learning
- single agent
- learning agent
- autonomous agents
- multi agent environments
- multiagent learning
- software agents
- reinforcement learning agents
- multiagent systems
- multiple agents
- cooperative
- robocup soccer
- evolutionary learning
- team formation
- collaborative learning
- graph representation
- coalition formation
- decision making
- multiagent reinforcement learning
- random walk
- dynamic environments
- graph structure
- graph theory
- structured data
- win win
- agent model
- model free
- bipartite graph
- function approximation
- learning algorithm
- optimal policy
- mobile agents
- end to end
- artificial agents
- agent technology
- decision theoretic
- agent architecture
- graph model
- scheduling algorithm
- resource allocation
- learning capabilities
- reinforcement learning algorithms
- weighted graph
- network architecture
- dynamic programming