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Unicorn: Continual Learning with a Universal, Off-policy Agent.
arXiv: Learning, (2018)
Some real-world domains are best characterized as a single task, but for others this perspective is limiting. Instead, some tasks continually grow in complexity, in tandem with the agentu0027s competence. In continual learning, also referred to as lifelong learning, there are no explicit task boundaries or curricula. As learning agents ha...More
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