Learning collaborative team behavior from observation

作者:

Highlights:

• We train a team of autonomous agents to duplicate the behavior of other agents within a simulation.

• We use a context-based multi-agent system known as Collaborative Context-based Reasoning.

• We use an off-line machine learning technique to train agents via observation of the original agents.

摘要

Highlights•We train a team of autonomous agents to duplicate the behavior of other agents within a simulation.•We use a context-based multi-agent system known as Collaborative Context-based Reasoning.•We use an off-line machine learning technique to train agents via observation of the original agents.

论文关键词:Multi-agent system,Machine learning,Learning by observation,Context-based

论文评审过程:Available online 26 September 2013.

论文官网地址:https://doi.org/10.1016/j.eswa.2013.09.029