Scholar
Benjamin Eysenbach
Google Scholar ID: DRnOvU8AAAAJ
Princeton University
Reinforcement Learning
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Citations & Impact
All-time
Citations
5,995
H-index
33
i10-index
49
Publications
20
Co-authors
32
list available
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Publications
40 items
A Unified Bellman Operator for Safety-Critical Reinforcement Learning
2026
Cited
0
The Geometry of Empowerment
2026
Cited
0
Up and Down the Abstraction Ladder: Code-Based Skills for Language Agents
2026
Cited
0
Bridging Control, Inference, Transport, and Thermodynamics: From Theory to Applications in Learning
2026
Cited
0
Three Steps at a Time: Learning Representations from Action Sequences in Contrastive RL
2026
Cited
0
LeAct: Learning to Reason from Expert Actions
2026
Cited
0
Learning to Perceive the World Through Control: Empowerment-Based Representation Learning
2026
Cited
0
Behavior-Consistent Deep Reinforcement Learning
2026
Cited
0
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Resume
Academic Achievements
NSF CAREER Award (July 2025) for 'Unsupervised and Autonomous Reinforcement Learning of Skills'
Hertz Fellowship
NSF GRFP Fellowship
Alfred Rheinstein Faculty Award
NVIDIA GPU Grant (October 2025) for research on 'Interactive Generative Models that Learn via Discovery, not Data'
Multiple papers accepted at NeurIPS 2025, including orals and spotlights, on self-supervised RL, offline RL, and representation learning
Organizing NeurIPS 2025 workshop 'Data on the Brain & Mind'
Co-authors
18 total
Sergey Levine
UC Berkeley, Physical Intelligence
Ruslan Salakhutdinov
UPMC Professor, Machine Learning Department, CMU
Abhishek Gupta
University of Washington
Chelsea Finn
Stanford University, Physical Intelligence
Lisa Lee
Google DeepMind
Tianwei Ni
Mila, University of Montreal
Dibya Ghosh
UC Berkeley
Seohong Park
University of California, Berkeley