Christopher Pal

Polytechnique Montréal

Papers

7

Total Citations

143

H-Index

5

About

No biography available yet.

Research Focus

Computer science7 · 143 citations
Artificial intelligence7 · 143 citations
Machine learning5 · 83 citations
Domain (mathematical analysis)2 · 66 citations
Robot3 · 62 citations
Trajectory2 · 43 citations
Latent variable2 · 43 citations
Transformer2 · 43 citations
Mathematics3 · 43 citations
Robotics2 · 40 citations
Encoder1 · 38 citations
Psychology2 · 38 citations

Key Achievements

5
H-Index
7
Papers
143
Total Citations
20
Avg Citations/Paper
🏆 Most Cited Paper
Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction
38 citations · 2021
📈 Most Prolific Year: 2021 (5 Papers)
🤝 Key Collaborators: 45
🏛 Institutions: Polytechnique Montréal

Top Papers

  1. 1
    Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction
    38 citations · 2021
  2. 2
    Active Domain Randomization
    33 citations · 2019
  3. 3
    From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence
    33 citations · 2021
  4. 4
    Reinforcement Learning for Blind Stair Climbing with Legged and Wheeled-Legged Robots
    22 citations · 2024
  5. 5
    Beyond Target Networks: Improving Deep Q-learning with Functional Regularization.
    7 citations · 2021
  6. 6
    Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
    5 citations · 2021
  7. 7
    Autobots: Latent Variable Sequential Set Transformers
    5 citations · 2021

Key Collaborators

FGFlorian Golemo3 shared papersFHFelix Heide2 shared papersRGRoger Girgis2 shared papersJAJim Aldon D'Souza2 shared papersSESamira Ebrahimi Kahou2 shared papersYBYoshua Bengio2 shared papersFCFelipe Codevilla2 shared papersMWMartin Weiß2 shared papersAPAlexandre Piché1 shared papersOBOliver Brock1 shared papersAGAnirudh Goyal1 shared papersMVMichiel van de Panne1 shared papersMCMichael C. Mozer1 shared papersPBPhilippe Beaudoin1 shared papersNRNan Rosemary Ke1 shared papersMTMarc Toussaint1 shared papersIDIsabelle Depatie1 shared papersRSRoland Siegwart1 shared papersGMGian Maria Marconi1 shared papersTLTomás Lozano‐Pérez1 shared papers
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