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cs.AI2021★ 1 cited
Abstractions of General Reinforcement Learning
Sultan J. Majeed
The field of artificial intelligence (AI) is devoted to the creation of artificial decision-makers that can perform (at least) on par with the human counterparts on a domain of int…
cs.AI2021
Reducing Planning Complexity of General Reinforcement Learning with Non-Markovian Abstractions
Sultan J. Majeed, Marcus Hutter
The field of General Reinforcement Learning (GRL) formulates the problem of sequential decision-making from ground up. The history of interaction constitutes a "ground" state of th…