David L. Roberts

North Carolina State University, Georgia Institute of Technology

Papers

6

Total Citations

258

H-Index

5

About

No biography available yet.

Research Focus

Computer science6 · 258 citations
Artificial intelligence6 · 258 citations
Robot5 · 256 citations
Human–computer interaction5 · 256 citations
Engineering2 · 120 citations
Variety (cybernetics)3 · 115 citations
Policy learning1 · 108 citations
Empirical research1 · 108 citations
Machine learning1 · 108 citations
Mathematics1 · 108 citations
Negative feedback1 · 108 citations
Work (physics)1 · 108 citations

Key Achievements

5
H-Index
6
Papers
258
Total Citations
43
Avg Citations/Paper
🏆 Most Cited Paper
Interactive Learning from Policy-Dependent Human Feedback
108 citations · 2017
📈 Most Prolific Year: 2014 (3 Papers)
🤝 Key Collaborators: 15
🏛 Institutions: North Carolina State University, Georgia Institute of Technology

Top Papers

  1. 1
    Interactive Learning from Policy-Dependent Human Feedback
    108 citations · 2017
  2. 2
    Toward Cyber-Enhanced Working Dogs for Search and Rescue
    78 citations · 2014
  3. 3
    A Need for Speed: Adapting Agent Action Speed to Improve Task Learning from Non-Expert Humans
    33 citations · 2016
  4. 4
    Learning something from nothing: Leveraging implicit human feedback strategies
    25 citations · 2014
  5. 5
    Training an Agent to Ground Commands with Reward and Punishment
    12 citations · 2014
  6. 6
    Optimization problems involving collections of dependent objects
    2 citations · 2008

Key Collaborators

RLRobert Loftin5 shared papersMLMichael L. Littman5 shared papersBPBei Peng4 shared papersMEMatthew E. Taylor4 shared papersJMJames MacGlashan4 shared papersBLBarbara L. Sherman1 shared papersMKMark K. Ho1 shared papersRBRita Brugarolas1 shared papersCLCharles L. Isbell1 shared papersABAlper Bozkurt1 shared papersSMSean Mealin1 shared papersPYPu Yang1 shared papersJHJeff Huang1 shared papersJMJohn Majikes1 shared papersGWGuan Wang1 shared papers
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