On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning.
Washim Uddin MondalVaneet AggarwalSatish V. UkkusuriPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- multi agent reinforcement learning
- cooperative multi agent systems
- cooperative
- multi agent
- learning agents
- optimal policy
- stochastic games
- multi agent systems
- average reward
- reinforcement learning
- multi agent learning
- average cost
- neural network
- distributed control
- machine learning
- complex environments
- domain experts
- markov chain
- search space
- optimal solution