Joëlle Pineau

21.2k total citations · 5 hit papers
163 papers, 8.2k citations indexed

About

Joëlle Pineau is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Social Psychology. According to data from OpenAlex, Joëlle Pineau has authored 163 papers receiving a total of 8.2k indexed citations (citations by other indexed papers that have themselves been cited), including 104 papers in Artificial Intelligence, 33 papers in Computer Vision and Pattern Recognition and 16 papers in Social Psychology. Recurrent topics in Joëlle Pineau's work include Reinforcement Learning in Robotics (46 papers), Machine Learning and Algorithms (26 papers) and Topic Modeling (25 papers). Joëlle Pineau is often cited by papers focused on Reinforcement Learning in Robotics (46 papers), Machine Learning and Algorithms (26 papers) and Topic Modeling (25 papers). Joëlle Pineau collaborates with scholars based in Canada, United States and Israel. Joëlle Pineau's co-authors include Sebastian Thrun, Peter Henderson, Riashat Islam, Geoff Gordon, Marc G. Bellemare, Vincent François-Lavet, Nicholas Roy, Doina Precup, Iulian Vlad Serban and Philip Bachman and has published in prestigious journals such as Science, IEEE Transactions on Pattern Analysis and Machine Intelligence and European Journal of Operational Research.

In The Last Decade

Joëlle Pineau

157 papers receiving 7.8k citations

Hit Papers

Deep Reinforcement Learning T... 2003 2026 2010 2018 2018 2018 2016 2003 2018 250 500 750

Peers

Joëlle Pineau
Comparison fields: 5 of 183
  • Artificial Intelligence 4.6k
  • Computer Vision and Pattern Recognition 1.7k
  • Control and Systems Engineering 1.2k
  • Computer Networks and Communications 928
  • Social Psychology 812
Replace Raja Chatila with:
Raja Chatila France
Mohamed S. Kamel Canada
Benjamin Kuipers United States
Peter Stone United States
Stuart Russell United States
Satinder Singh United States
Christopher G. Atkeson United States
Hussein A. Abbass Australia
Yang Wang China
Manuela Veloso United States
Raja Chatila France View profile →
Citations per field, relative to Joëlle Pineau
Joëlle Pineau · 1×
Citations per year, relative to Joëlle Pineau
Joëlle Pineau · 1×

Countries citing papers authored by Joëlle Pineau

Since Specialization
Citations

This map shows the geographic impact of Joëlle Pineau's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Joëlle Pineau with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Joëlle Pineau more than expected).

Fields of papers citing papers by Joëlle Pineau

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Joëlle Pineau. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Joëlle Pineau. The network helps show where Joëlle Pineau may publish in the future.

Co-authorship network of co-authors of Joëlle Pineau

This figure shows the co-authorship network connecting the top 25 collaborators of Joëlle Pineau. A scholar is included among the top collaborators of Joëlle Pineau based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Joëlle Pineau. Joëlle Pineau is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 3
2 1
3
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
2
4
An inference-based policy gradient method for learning options
4
5
On the Use of Modular Software and Hardware for Designing Wheelchair Robots.
1
6
Estimating People's Subjective Experiences of Robot Behavior
2
7
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison
11
8
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations
18
9
Reinforcement Learning using Kernel-Based Stochastic Factorization
21
10
PAC-Bayesian Model Selection for Reinforcement Learning
7
11
Manifold Embeddings for Model-Based Reinforcement Learning under Partial Observability
10
12
Wikispeedia: an online game for inferring semantic distances between concepts
49
13
Bayes-Adaptive POMDPs: A New Perspective on the Explore-Exploit Tradeoff in Partially Observable Domains.
1
14
Reinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active Learning in POMDPs.
6
15
Bayes-Adaptive POMDPs
57
16
SmartWheeler: A Robotic Wheelchair Test-Bed for Investigating New Models of Human-Robot Interaction.
33
17
RRT-plan: a randomized algorithm for STRIPS planning
12
18
Representing systems with hidden state
6
19
Point-based value iteration: an anytime algorithm for POMDPs breakdown →
569
20 206

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Rankless by CCL
2026