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Soumyendu Sarkar — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Soumyendu Sarkar
8
papers ·
2
citations ·
7
h-index
Hewlett Packard Enterprise (United States)
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters
2022 · 1 citations
SustainDC: Benchmarking for Sustainable Data Center Control
2024 · 1 citations
LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers
2025
DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads
2025
Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters
2025
Top co-authors
Ashwin Ramesh Babu
· 5
Sahand Ghorbanpour
· 5
Vineet Gundecha
· 5
Avisek Naug
· 4
Antonio Guillen
· 3
Ricardo Luna Gutierrez
· 3
Desik Rengarajan
· 2
Sajad Mousavi
· 2
Alexander Shmakov
· 1
Alexandre Pichard
· 1
and Mathieu Cocho
· 1
Antonio Guillen-Perez
· 1
Topics
Multi-Agent
Model-Based RL
Policy Gradient
Value-Based