When do agents outperform centralized algorithms? - A systematic empirical evaluation in logistics.
Rinde R. S. van LonTom HolvoetPublished in: Auton. Agents Multi Agent Syst. (2017)
Keyphrases
- empirical evaluation
- computational efficiency
- learning algorithm
- benchmark datasets
- peer to peer
- learning agents
- multiagent systems
- orders of magnitude
- data sets
- significant improvement
- computational complexity
- machine learning
- supply chain
- computationally efficient
- query processing
- cooperative
- data structure
- autonomous agents
- multi agent
- software agents
- times faster