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Doina Precup โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
Doina Precup
118
papers ยท
1438
citations ยท
51
h-index
Mila - Quebec Artificial Intelligence Institute ยท McGill University
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Deep Reinforcement Learning that Matters
2017 ยท 366 citations
Off-Policy Deep Reinforcement Learning without Exploration
2018 ยท 280 citations
Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control
2017 ยท 187 citations
Invariant Causal Prediction for Block MDPs
2020 ยท 37 citations
What can I do here? A Theory of Affordances in Reinforcement Learning
2020 ยท 32 citations
Towards Continual Reinforcement Learning: A Review and Perspectives
2020 ยท 29 citations
The Termination Critic
2019 ยท 19 citations
A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning
2021 ยท 18 citations
Hindsight Credit Assignment
2019 ยท 17 citations
For SALE: State-Action Representation Learning for Deep Reinforcement Learning
2023 ยท 16 citations
Learning Robust Options
2018 ยท 15 citations
Policy Evaluation Networks
2020 ยท 14 citations
An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay
2020 ยท 14 citations
Self-supervised Learning of Distance Functions for Goal-Conditioned Reinforcement Learning
2019 ยท 11 citations
A Definition of Continual Reinforcement Learning
2023 ยท 9 citations
Top co-authors
David Meger
ยท 9
Khimya Khetarpal
ยท 7
Riashat Islam
ยท 7
Safa Alver
ยท 7
Joelle Pineau
ยท 6
David Venuto
ยท 5
Haque Ishfaq
ยท 5
Martin Klissarov
ยท 5
Nicolas Heess
ยท 5
Pierre-Luc Bacon
ยท 5
Prakash Panangaden
ยท 5
Samin Yeasar Arnob
ยท 5
Topics
Value-Based
Model-Based RL
Exploration
Meta-RL
Policy Gradient
Offline RL
Game AI
Safe RL
RLHF & Alignment
Multi-Agent