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Jacob Steinhardt — most-cited papers & profile · Reinforcement Learning
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Jacob Steinhardt
33
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Most-cited papers
Predictive Concept Decoders: Training Scalable End-to-End Interpretability Assistants
2025
Establishing Best Practices for Building Rigorous Agentic Benchmarks
2025
Eliciting Language Model Behaviors with Investigator Agents
2025
Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision
2025
Agnostic learning with unknown utilities
2021
Learning Equilibria in Matching Markets from Bandit Feedback
2021
The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models
2022
Reward Learning as Doubly Nonparametric Bandits: Optimal Design and Scaling Laws
2023
What Do Learning Dynamics Reveal About Generalization in LLM Reasoning?
2024
Top co-authors
Kush Bhatia
· 3
Sarah Schwettmann
· 3
Daniel D. Johnson
· 2
Percy Liang
· 2
Alexander Pan
· 1
Alexander Wei
· 1
Amrith Setlur
· 1
Anca D. Dragan
· 1
Andy Zhang
· 1
Antony Kellermann
· 1
Aviral Kumar
· 1
Cassidy Laidlaw
· 1
Topics
cs.LG
cs.AI
stat.ML
cs.CL
cs.GT