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Katherine Metcalf — most-cited papers & profile · Reinforcement Learning
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overview
Katherine Metcalf
9
papers ·
20
citations ·
4
h-index
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Most-cited papers
Large Language Models as Generalizable Policies for Embodied Tasks
2023 · 7 citations
Rewards Encoding Environment Dynamics Improves Preference-based Reinforcement Learning
2022 · 2 citations
Symbol Guided Hindsight Priors for Reward Learning from Human Preferences
2022 · 1 citations
Sample-Efficient Preference-based Reinforcement Learning with Dynamics Aware Rewards
2024 · 1 citations
Hindsight PRIORs for Reward Learning from Human Preferences
2024
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization
2024
Top co-authors
Barry-John Theobald
· 3
Miguel Sarabia
· 2
Mudit Verma
· 2
Natalie Mackraz
· 2
Alexander Toshev
· 1
Andrew Szot
· 1
Bogdan Mazoure
· 1
Chen Huang
· 1
Devon Hjelm
· 1
Harsh Agrawal
· 1
Maartje ter Hoeve
· 1
Max Schwarzer
· 1
Topics
RLHF & Alignment
Model-Based RL
Meta-RL
Safe RL