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Julia Kempe — most-cited papers & profile · Reinforcement Learning
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Julia Kempe
20
papers ·
1295
citations ·
0
h-index
Google Scholar ↗
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Most-cited papers
Outcome-based Exploration for LLM Reasoning
2025 · 1 citations
Don't Waste Mistakes: Leveraging Negative RL-Groups via Confidence Reweighting
2025
How Reinforcement Learning After Next-Token Prediction Facilitates Learning
2025
Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards
2025
Top co-authors
Rémi Munos
· 2
Anthony Hartshorn
· 1
Eran Malach
· 1
Ga\"etan Narozniak
· 1
Karen Ullrich
· 1
Parag Jain
· 1
Yaqi Duan
· 1
Yuda Song
· 1
Yunhao Tang
· 1
Yunzhen Feng
· 1
Topics
cs.LG
cs.CL
stat.ML
Policy Gradient
RLHF & Alignment
Offline RL