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Stuart Russell — most-cited papers & profile · AI Agents
← authors
·
overview
Stuart Russell
8
papers ·
20
citations ·
66
h-index
University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
imitation: Clean Imitation Learning Implementations
2022 · 9 citations
On Representation Complexity of Model-based and Model-free Reinforcement Learning
2023 · 6 citations
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning
2022 · 3 citations
Active Reward Learning from Multiple Teachers
2023 · 2 citations
Synthetic Error Injection Fails to Elicit Self-Correction In Language Models
2025
Safe Learning Under Irreversible Dynamics via Asking for Help
2025
Diffusion On Syntax Trees For Program Synthesis
2024
Diffusion On Syntax Trees For Program Synthesis
2024
Topics
RLHF & Alignment
Model-Based RL
Safe RL
Exploration
Policy Gradient
Offline RL
Value-Based
Multi-Agent
Code Generation
Code Models