682 citations · 1.3k across the 12 of their papers we have counts for
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cs.DB2017★ 9 cited
Adaptive Cardinality Estimation
Oleg Ivanov, Sergey Bartunov
In this paper we address cardinality estimation problem which is an important subproblem in query optimization. Query optimization is a part of every relational DBMS responsible fo…
cs.LG2017★ 682 cited
StarCraft II: A New Challenge for Reinforcement Learning
Oriol Vinyals, Timo Ewalds, Sergey Bartunov +22
This paper introduces SC2LE (StarCraft II Learning Environment), a reinforcement learning environment based on the StarCraft II game. This domain poses a new grand challenge for re…