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Ellen Novoseller — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ellen Novoseller
8
papers ·
19
citations ·
9
h-index
Google Scholar ↗
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Most-cited papers
Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models
2023 · 15 citations
Crowd-PrefRL: Preference-Based Reward Learning from Crowds
2024 · 3 citations
DIP-RL: Demonstration-Inferred Preference Learning in Minecraft
2023 · 1 citations
GraphAllocBench: A Flexible Benchmark for Preference-Conditioned Multi-Objective Policy Learning
2026
Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models
2022
Rating-based Reinforcement Learning
2023
Top co-authors
Nicholas Waytowich
· 2
Vernon J. Lawhern
· 2
Benjamin T. Files
· 1
Daniel S. Brown
· 1
David Chhan
· 1
David Watkins
· 1
Devin White
· 1
Gaurav Datta
· 1
Huang Huang
· 1
Jeffrey Ichnowski
· 1
Josh Miller
· 1
Ken Goldberg
· 1
Topics
Model-Based RL
RLHF & Alignment
Multi-Agent
Policy Gradient
Safe RL
Game AI
Value-Based