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Martha White — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Martha White
13
papers ·
1
citations ·
22
h-index
University of Alberta
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Goal-Space Planning with Subgoal Models
2022 · 1 citations
An Analysis of Action-Value Temporal-Difference Methods That Learn State Values
2025
Distributions as Actions: A Unified Framework for Diverse Action Spaces
2025
Rethinking the Foundations for Continual Reinforcement Learning
2025
q-exponential family for policy optimization
2024
Online Off-policy Prediction
2018
Off-Policy Actor-Critic with Emphatic Weightings
2021
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments
2023
When is Offline Policy Selection Sample Efficient for Reinforcement Learning?
2023
Top co-authors
Adam White
· 2
Andrew Patterson
· 2
Prabhat Nagarajan
· 2
A. Rupam Mahmood
· 1
Brett Daley
· 1
Chunlok Lo
· 1
David Szepesvari
· 1
Ehsan Imani
· 1
Eric Graves
· 1
Esraa Elelimy
· 1
Farzane Aminmansour
· 1
Gabor Mihucz
· 1
Topics
cs.LG
cs.AI
Policy Gradient
Offline RL
Model-Based RL
econ.EM
stat.ME
stat.TH