Mahantesh Halappanavar

Pacific Northwest National Laboratory

Papers

3

Total Citations

143

H-Index

2

About

No biography available yet.

Research Focus

Machine learning3 · 143 citations
Artificial intelligence3 · 143 citations
Reinforcement learning3 · 143 citations
Computer science3 · 143 citations
Generalizability theory2 · 141 citations
Graph2 · 141 citations
Mathematics2 · 141 citations
Artificial neural network2 · 141 citations
Theoretical computer science2 · 141 citations
Leverage (statistics)1 · 134 citations
Robot2 · 9 citations
Robotics1 · 7 citations

Key Achievements

2
H-Index
3
Papers
143
Total Citations
48
Avg Citations/Paper
🏆 Most Cited Paper
Challenges and Opportunities in Deep Reinforcement Learning With Graph Neural Networks: A Comprehensive Review of Algorithms and Applications
134 citations · 2023
📈 Most Prolific Year: 2023 (1 Papers)
🤝 Key Collaborators: 8
🏛 Institutions: Pacific Northwest National Laboratory

Top Papers

  1. 1
    Challenges and Opportunities in Deep Reinforcement Learning With Graph Neural Networks: A Comprehensive Review of Algorithms and Applications
    134 citations · 2023
  2. 2
    Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications
    7 citations · 2022
  3. 3
    Risk‐aware autonomous search and rescue with multiagent reinforcement learning
    2 citations · 2025

Key Collaborators

DADeepesh Agarwal2 shared papersLDLaya Das2 shared papersBNBalasubramaniam Natarajan2 shared papersSMSai Munikoti2 shared papersSCSamrat Chatterjee1 shared papersSSSalman Shuvo1 shared papersARAowabin Rahman1 shared papersTATerje Aven1 shared papers
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