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Emma Brunskill — most-cited papers & profile · AI for Science
← authors
·
overview
Emma Brunskill
4
papers ·
93
citations ·
43
h-index
Laboratoire d'Informatique de Paris-Nord · Carnegie Mellon University · Stanford University
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Most-cited papers
Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy
2019 · 87 citations
Value Driven Representation for Human-in-the-Loop Reinforcement Learning
2020 · 4 citations
PERRY: Policy Evaluation with Confidence Intervals using Auxiliary Data
2025 · 2 citations
Supervised Pretraining Can Learn In-Context Reinforcement Learning
2023
Topics
Offline RL
Safe RL
Value-Based
Exploration
RLHF & Alignment
Reinforcement Learning
In-Context Learning
Efficiency
Training Techniques