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Malte Schwarzkopf — most-cited papers & profile · Reinforcement Learning
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overview
Malte Schwarzkopf
4
papers ·
105
citations ·
18
h-index
Brown University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variance Reduction for Reinforcement Learning in Input-Driven Environments
2018 · 51 citations
Learning Scheduling Algorithms for Data Processing Clusters
2018 · 51 citations
Demystifying Reinforcement Learning in Time-Varying Systems
2022 · 3 citations
Online Reinforcement Learning in Non-Stationary Context-Driven Environments
2023
Top co-authors
Hongzi Mao
· 2
Mohammad Alizadeh
· 2
Pouya Hamadanian
· 2
Shaileshh Bojja Venkatakrishnan
· 2
Siddartha Sen
· 2
Arash Nasr-Esfahany
· 1
Mohammad Alizadeh
· 1
Mohammad Alizadeh
· 1
Zili Meng
· 1
Topics
Policy Gradient
Meta-RL
Offline RL
Value-Based
Model-Based RL
Safe RL
Exploration