Multi-agent deep reinforcement learning with centralized training and decentralized execution for transportation infrastructure management.
M. SaifullahK. G. PapakonstantinouC. P. AndriotisS. M. StoffelsPublished in: CoRR (2024)
Keyphrases
- multi agent
- reinforcement learning
- cooperative
- distributed environment
- intelligent agents
- management system
- autonomous agents
- multiagent systems
- supervised learning
- peer to peer
- information management
- function approximation
- decision support
- multi agent reinforcement learning
- state space
- training set
- multi agent systems
- information systems
- single agent
- learning agents
- machine learning
- deep architectures
- distributed systems
- model free
- reinforcement learning algorithms
- multi agent environments
- multiagent reinforcement learning
- optimal policy
- training process
- multiple agents
- data management
- fully distributed
- database systems
- learning algorithm