The incident took place on Thursday evening in Keyham district.
The police assured in a communiqué that the killing was not believed to be terrorism-related.
British Prime Minister Boris Johnson sent his condolences to the family and friends of those who were killed, and thanked the Plymouth emergency services for their response to the incident.
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