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The topic of this research is robust machine learning in the face of many conflicting tasks and objectives the agent is responsible for learning. As learning algorithms become a more important component of future systems, the flexibility required for these algorithms to address the ever-increasing range and complexity of tasks we ask of them will require advancements in machinelearning techniques. ...

Description Developing new cognitive architectural principles to allow intelligent agents to learn socio-communicative skills by observing and imitating people Automatic imitation learning of socio-communicative skills is an interesting research topic with significant potential benefits for future ...