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20122021
most citedCan Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent

399 citations · 3.4k across the 95 of their papers we have counts for

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Showing 2018 · cs.AIShow all

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cs.AI2018★ 53 cited

TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game

Peng Sun, Xinghai Sun, Lei Han +8

Starcraft II (SC2) is widely considered as the most challenging Real Time Strategy (RTS) game. The underlying challenges include a large observation space, a huge (continuous and i…