Lionel Briand

University of Ottawa, University of Luxembourg

Papers

5

Total Citations

64

H-Index

3

About

No biography available yet.

Research Focus

Artificial intelligence5 · 64 citations
Computer science5 · 64 citations
Machine learning4 · 62 citations
Reinforcement learning4 · 62 citations
Software engineering2 · 53 citations
Software testing1 · 46 citations
Software1 · 46 citations
Programming language1 · 46 citations
Algorithm1 · 7 citations
Correctness1 · 7 citations
Reinforcement1 · 2 citations
Psychology1 · 2 citations

Key Achievements

3
H-Index
5
Papers
64
Total Citations
13
Avg Citations/Paper
🏆 Most Cited Paper
A Search-Based Testing Approach for Deep Reinforcement Learning Agents
46 citations · 2023
📈 Most Prolific Year: 2023 (2 Papers)
🤝 Key Collaborators: 8
🏛 Institutions: University of Ottawa, University of Luxembourg

Top Papers

  1. 1
    A Search-Based Testing Approach for Deep Reinforcement Learning Agents
    46 citations · 2023
  2. 2
    SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents
    7 citations · 2024
  3. 3
    A Search-Based Testing Approach for Deep Reinforcement Learning Agents
    7 citations · 2022
  4. 4
    Search-Based DNN Testing and Retraining With GAN-Enhanced Simulations
    2 citations · 2025
  5. 5
    SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents
    2 citations · 2023

Key Collaborators

MAManel Abdellatif4 shared papersAZAmirhossein Zolfagharian4 shared papersSRS. Ramesh2 shared papersSRS Ramesh2 shared papersMOMohammed Oualid Attaoui1 shared papersMBMojtaba Bagherzadeh1 shared papersFPFabrizio Pastore1 shared papersMBMojtaba Bagherzadeh1 shared papers
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