Lingheng Meng

University of Waterloo

Papers

7

Total Citations

112

H-Index

5

About

No biography available yet.

Research Focus

Computer science7 · 112 citations
Reinforcement learning7 · 112 citations
Artificial intelligence7 · 112 citations
Robot6 · 107 citations
Machine learning4 · 95 citations
Markov process3 · 89 citations
Markov chain3 · 89 citations
Noise (video)3 · 89 citations
Deep learning3 · 89 citations
Feature (linguistics)3 · 89 citations
Markov decision process3 · 89 citations
Component (thermodynamics)3 · 89 citations

Key Achievements

5
H-Index
7
Papers
112
Total Citations
16
Avg Citations/Paper
🏆 Most Cited Paper
Memory-based Deep Reinforcement Learning for POMDPs
76 citations · 2021
📈 Most Prolific Year: 2021 (3 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: University of Waterloo

Top Papers

  1. 1
    Memory-based Deep Reinforcement Learning for POMDPs
    76 citations · 2021
  2. 2
    Learning to Engage with Interactive Systems
    8 citations · 2020
  3. 3
    Memory-based Deep Reinforcement Learning for POMDP.
    8 citations · 2021
  4. 4
    Towards Individualized Affective Human-Machine Interaction
    6 citations · 2018
  5. 5
    Learning to Engage with Interactive Systems: A Field Study on Deep Reinforcement Learning in a Public Museum
    5 citations · 2019
  6. 6
    Memory-based Deep Reinforcement Learning for POMDPs
    5 citations · 2021
  7. 7
    Learning to Engage with Interactive Systems: A field Study
    4 citations · 2019

Key Collaborators

DKDana Kulić6 shared papersRGRob Gorbet6 shared papersPBPhilip Beesley4 shared papersDLDaiwei Lin4 shared papersAFAdam Francey3 shared papersDKDana Kulić1 shared papersKKKazumi Kumagai1 shared papersIMIkuo Mizuuchi1 shared papersABAlexandru Blidaru1 shared papers
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