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Eric Eaton — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Eric Eaton
19
papers ·
28
citations ·
26
h-index
University of Leeds · British Geological Survey · California University of Pennsylvania · University of Pennsylvania · Philadelphia University
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Most-cited papers
Modular Lifelong Reinforcement Learning via Neural Composition
2022 · 8 citations
Lifelong Inverse Reinforcement Learning
2022 · 7 citations
CompoSuite: A Compositional Reinforcement Learning Benchmark
2022 · 1 citations
Robotic Manipulation Datasets for Offline Compositional Reinforcement Learning
2023 · 1 citations
Behavior-Consistent Deep Reinforcement Learning
2026
Replicable Reinforcement Learning with Linear Function Approximation
2025
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces
2025
Replicable Reinforcement Learning
2023
Dissecting Deep RL with High Update Ratios: Combatting Value Divergence
2024
MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL
2024
Top co-authors
Marcel Hussing
· 8
Jorge A. Mendez
· 4
Jessica Sorrell
· 3
Michael Kearns
· 3
Aaron Roth
· 2
Amir-massoud Farahmand
· 2
Claas Voelcker
· 2
Igor Gilitschenski
· 2
Sikata Bela Sengupta
· 2
Anisha Singrodia
· 1
Benjamin Eysenbach
· 1
Cassandra Kent
· 1
Topics
Meta-RL
Offline RL
Model-Based RL
Value-Based
cs.LG
Multi-Agent
cs.AI
Safe RL