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20182023
most citedHetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of Pipelined Model Parallelism and Data Parallelism

41 citations · 57 across the 3 of their papers we have counts for

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cs.LG2023

Policy Dispersion in Non-Markovian Environment

Bohao Qu, Xiaofeng Cao, Jielong Yang +4

Markov Decision Process (MDP) presents a mathematical framework to formulate the learning processes of agents in reinforcement learning. MDP is limited by the Markovian assumption…