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Jan Kautz — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Jan Kautz
60
papers ·
1999
citations ·
88
h-index
Nvidia (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU
2016 · 28 citations
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
2025 · 1 citations
Scaling RL to Long Videos
2025
Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
2025
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025
BroRL: Scaling Reinforcement Learning via Broadened Exploration
2025
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
2025
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
2025
Top co-authors
Mingjie Liu
· 5
Pavlo Molchanov
· 5
Shizhe Diao
· 5
Ximing Lu
· 5
Jian Hu
· 3
Hanrong Ye
· 2
Hongxu Yin
· 2
Xin Dong
· 2
Yejin Choi
· 2
Yejin Choi
· 2
Yi Dong
· 2
Yi Dong
· 2
Topics
Model-Based RL
Policy Gradient
RLHF & Alignment
Exploration
Value-Based
Game AI