462 citations · 4.5k across the 108 of their papers we have counts for
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cs.AI2016★ 38 cited
Meta-learning within Projective Simulation
Adi Makmal, Alexey A. Melnikov, Vedran Dunjko +1
Learning models of artificial intelligence can nowadays perform very well on a large variety of tasks. However, in practice different task environments are best handled by differen…
cs.AI2015★ 43 cited
Projective simulation with generalization
Alexey A. Melnikov, Adi Makmal, Vedran Dunjko +1
The ability to generalize is an important feature of any intelligent agent. Not only because it may allow the agent to cope with large amounts of data, but also because in some env…