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Vernon J. Lawhern — most-cited papers & profile · Reinforcement Learning
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overview
Vernon J. Lawhern
6
papers ·
26
citations
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Semantic Scholar ↗
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Most-cited papers
Cycle-of-Learning for Autonomous Systems from Human Interaction
2018 · 14 citations
Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments
2019 · 9 citations
Crowd-PrefRL: Preference-Based Reward Learning from Crowds
2024 · 3 citations
Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning
2019
Rating-based Reinforcement Learning
2023
Top co-authors
Nicholas R. Waytowich
· 3
Ellen Novoseller
· 2
Vinicius G. Goecks
· 2
David Chhan
· 1
Devin White
· 1
Ethan Stump
· 1
Garrett Warnell
· 1
Gregory M. Gremillion
· 1
John Valasek
· 1
Mingkang Wu
· 1
Nicholas Waytowich
· 1
Sean L. Barton
· 1
Topics
Value-Based
RLHF & Alignment
Model-Based RL
Meta-RL
Game AI
Policy Gradient
Offline RL
Multi-Agent