Concepedia

Doina Precup

DP

145

Publications

13.2K

Citations

45

H-Index

1997

Active since

Affiliations

McGill University(Current)

University of Massachusetts Amherst

Université de Montréal

Google DeepMind (United Kingdom)

Doina Precup is an author at McGill University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceArtificial IntelligenceRobot LearningDeep LearningIntelligent SystemsCognitive ScienceDecision Theory

Publications per year

1997–2024

145

Publications

145

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

Richard S. Sutton, Doina Precup, Satinder Singh · Artificial Intelligence · 1999 · 3.1K citations

Artificial Intelligence, Temporal Abstraction, Engineering +10

Deep Reinforcement Learning That Matters

Peter Henderson, Riashat Islam, Philip Bachman et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.4K citations · Full text

Artificial Intelligence, Large Ai Model, Engineering +12

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

Richard S. Sutton, Hamid Reza Maei, Doina Precup et al. · 2009 · 528 citations

Artificial Intelligence, Incremental Learning, Engineering +17

Eligibility Traces for Off-Policy Policy Evaluation

Doina Precup, Richard S. Sutton, Satinder Singh · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2000 · 458 citations · Full text

Reward is enough

David Silver, Satinder Singh, Doina Precup et al. · Artificial Intelligence · 2021 · 371 citations · Full text

Artificial Intelligence, Engineering, Agent Decision-making +21

Rows per page

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