Researchclopedia

Research Researchers Institutions Topics Submit About

Command Palette

Search for a command to run...

Researchclopedia

Research Researchers Institutions About

© 2026 Researchclopedia. Powered by OpenAlex under CC0 license.

Doina Precup | Researchclopedia

Back to researchers

Doina Precup

Google (United States)

508

Works

21,855

Citations

49

h-index

173

i10-index

Research Topics

Reinforcement Learning in Robotics Machine Learning and Algorithms Advanced Bandit Algorithms Research

Affiliations

Canadian Institute for Advanced Research2022–2022

Google (United States)2019–2025

University of Massachusetts Amherst1997–2000

DeepMind (United Kingdom)2020–2024

Google (Israel)2021–2021

Top Works

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

Bjoern Menze,András Jakab,et al.

20146,282 citations

Adversarial Robustness in Machine Learning

Evolutionary Algorithms and Applications

Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning

Richard S. Sutton,Doina Precup,et al.

19993,081 citations

Deep Reinforcement Learning That Matters

Peter Henderson,Riashat Islam,et al.

20181,464 citations

Fast gradient-descent methods for temporal-difference learning with linear function approximation

Richard S. Sutton,Hamid Reza Maei,et al.

2009529 citations

Eligibility Traces for Off-Policy Policy Evaluation

Doina Precup,Richard S. Sutton,et al.

2000458 citations

Deep learning, reinforcement learning, and world models

Yutaka Matsuo,Yann LeCun,et al.

2022456 citations

Reward is enough

David Silver,Satinder Singh,et al.

2021377 citations

Deep Reinforcement Learning that Matters

Peter Henderson,Riashat Islam,et al.

2017364 citations

Learning with Pseudo-Ensembles

Phil Bachman,Ouais Alsharif,et al.

2014360 citations