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Stuart Russell — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Stuart Russell
8
papers ·
14
citations ·
66
h-index
University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning
2018 · 2 citations
BAMDP Shaping: a Unified Framework for Intrinsic Motivation and Reward Shaping
2024 · 1 citations
Statistical Guarantees for Offline Domain Randomization
2025
AssistanceZero: Scalably Solving Assistance Games
2025
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian
2022
Active teacher selection for reinforcement learning from human feedback
2023
The Effective Horizon Explains Deep RL Performance in Stochastic Environments
2023
Top co-authors
Anca D. Dragan
· 3
Cassidy Laidlaw
· 2
Justin Svegliato
· 2
Abderrahim Bendahi
· 1
Aly Lidayan
· 1
Arnaud Fickinger
· 1
Banghua Zhu
· 1
Dhruv Malik
· 1
Dylan Feng
· 1
Dylan Hadfield-Menell
· 1
Eli Bronstein
· 1
Hanlin Zhu
· 1
Topics
Model-Based RL
RLHF & Alignment
Multi-Agent
Offline RL
Value-Based
Safe RL
Meta-RL
Exploration
Game AI