A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs.
Chen ChuYong LiJinzhuo LiuShuyue HuXuelong LiZhen WangPublished in: IJCAI (2022)
Keyphrases
- formal model
- multi agent
- cooperative
- multiagent learning
- reinforcement learning
- multiagent systems
- intelligent agents
- graph matching
- function approximation
- dynamical systems
- graph theoretic
- formal models
- single agent
- multi agent systems
- dynamic model
- learning algorithm
- multi agent reinforcement learning
- directed graph
- graph theory
- learning rate
- model free
- autonomous agents
- state space
- weighted graph
- graph mining
- multiple agents
- dynamic programming
- information systems