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20022026
most citedWilkinson Microwave Anisotropy Probe (WMAP) Three Year Results: Implications for Cosmology

6.7k citations

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cs.LG2017★ 111 cited

Near Optimal Behavior via Approximate State Abstraction

David Abel, D. Ellis Hershkowitz, Michael L. Littman

The combinatorial explosion that plagues planning and reinforcement learning (RL) algorithms can be moderated using state abstraction. Prohibitively large task representations can…