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Cameron Allen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Cameron Allen
7
papers ·
25
citations ·
23
h-index
Australian Regenerative Medicine Institute · UNSW Sydney · Monash University · University of California, Berkeley
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Most-cited papers
Mean Actor Critic
2017 · 16 citations
Learning Markov State Abstractions for Deep Reinforcement Learning
2021 · 6 citations
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy
2024 · 2 citations
Characterizing the Action-Generalization Gap in Deep Q-Learning
2022 · 1 citations
From Pixels to Factors: Learning Independently Controllable State Variables for Reinforcement Learning
2025
Focused Skill Discovery: Learning to Control Specific State Variables while Minimizing Side Effects
2025
Bad-Policy Density: A Measure of Reinforcement Learning Hardness
2021
Top co-authors
George Konidaris
· 5
Kavosh Asadi
· 2
Michael L. Littman
· 2
Omer Gottesman
· 2
Aaron Kirtland
· 1
Abdel-rahman Mohamed
· 1
Daniel Scott
· 1
David Abel
· 1
D. Ellis Hershkowitz
· 1
Dilip Arumugam
· 1
Jonathan Cola\c{c}o Carr
· 1
Lawson L.S. Wong
· 1
Topics
Exploration
Value-Based
Model-Based RL
Policy Gradient
Safe RL
Meta-RL
Offline RL
Game AI