Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making - A Review.
Leonardo A. Espinosa LealMagnus WesterlundAnthony ChapmanPublished in: CoRR (2019)
Keyphrases
- decision making
- reinforcement learning
- action selection
- multi agent
- bounded rationality
- learning capabilities
- sequential decision making
- cooperative
- autonomous learning
- decision support
- learning agents
- decision support system
- multi agent systems
- decision makers
- knowledge management
- policy making
- temporal difference
- decentralized control
- reasoning and decision making
- industrial applications
- multi agent decision making
- cooperative behavior
- multi agent reinforcement learning
- evolutionary learning
- intelligent agents
- multiagent systems
- making decisions
- multi agent environments
- fuzzy logic
- multiagent learning
- bdi agents
- function approximation
- learning agent
- autonomous agents
- adjustable autonomy
- decision process
- supply chain
- state space
- agent receives
- agents and multi agent systems
- agent technology
- fuzzy neural network
- multiple agents
- reinforcement learning algorithms
- partial observability
- machine learning
- robotic systems
- current status
- single agent
- dynamic environments
- model free
- markov decision processes
- management system
- trust model
- autonomous systems
- situation awareness
- dynamically created
- resource allocation