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Kannan Ramchandran — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Kannan Ramchandran
19
papers ·
904
citations ·
82
h-index
University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment
2023 · 4 citations
$\textttSPECS$: Faster Test-Time Scaling through Speculative Drafts
2025
Model Selection for Generic Reinforcement Learning
2021
Top co-authors
Ahmad Beirami
· 1
Banghua Zhu
· 1
Ion Stoica
· 1
Jiantao Jiao
· 1
Kurt Keutzer
· 1
Mert Cemri
· 1
Rishabh Tiwari
· 1
Ruoyu Zhang
· 1
Tianhao Wu
· 1
Xiaoxuan Liu
· 1
Topics
Exploration
Model-Based RL
RLHF & Alignment
Value-Based
Policy Gradient