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Sumanth R. Hegde — most-cited papers & profile · Reinforcement Learning
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Sumanth R. Hegde
3
papers ·
0
citations
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Most-cited papers
SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent
2025
Top co-authors
Charlie Ruan
· 1
Connor Chen
· 1
Dacheng Li
· 1
Eric Tang
· 1
Fangzhou Zhao
· 1
Ion Stoica
· 1
Joseph E. Gonzalez
· 1
Matei Zaharia
· 1
Philipp Moritz
· 1
Richard Liaw
· 1
Shiyi Cao
· 1
Shu Liu
· 1
Topics
Multi-Agent
Model-Based RL
RLHF & Alignment
Policy Gradient
Value-Based