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