Tom M. Mitchell

Carnegie Mellon University

Papers

15

Total Citations

1,241

H-Index

12

About

No biography available yet.

Research Focus

Computer science15 · 1,241 citations
Artificial intelligence15 · 1,241 citations
Robot13 · 1,202 citations
Human–computer interaction8 · 1,004 citations
Mobile robot6 · 866 citations
Robot learning5 · 771 citations
Task (project management)5 · 771 citations
Generalization4 · 717 citations
Lifelong learning2 · 610 citations
Transfer of learning2 · 610 citations
Engineering5 · 441 citations
Terrain2 · 241 citations

Key Achievements

12
H-Index
15
Papers
1,241
Total Citations
83
Avg Citations/Paper
🏆 Most Cited Paper
Lifelong robot learning
507 citations · 1995
📈 Most Prolific Year: 1989 (3 Papers)
🤝 Key Collaborators: 13
🏛 Institutions: Carnegie Mellon University

Top Papers

  1. 1
    Lifelong robot learning
    507 citations · 1995
  2. 2
    Ambler: an autonomous rover for planetary exploration
    211 citations · 1989
  3. 3
    Becoming increasingly reactive
    112 citations · 1990
  4. 4
    Explanation-Based Neural Network Learning for Robot Control
    103 citations · 1992
  5. 5
    Lifelong Robot Learning
    103 citations · 1995
  6. 6
    Integrating inductive neural network learning and explanation-based learning
    47 citations · 1993
  7. 7
    Learning reliable manipulation strategies without initial physical models
    39 citations · 2002
  8. 8
    Ambler: a six-legged planetary rover
    30 citations · 1991
  9. 9
    ON BECOMING REACTIVE
    26 citations · 1989
  10. 10
    Learning reliable manipulation strategies without initial physical models
    15 citations · 1991

Key Collaborators

STSebastian Thrun6 shared papersADAlan D. Christiansen5 shared papersMTMatthew T. Mason5 shared papersRSReid Simmons2 shared papersTKTakeo Kanade2 shared papersEKEric Krotkov2 shared papersJBJohn Bares2 shared papersJAJoseph A. O’Sullivan1 shared papersRWRed Whittaker1 shared papersWWWilliam Whittaker1 shared papersJAJudy A. Franklin1 shared papersMHMartial Hebert1 shared papersJBJim Blythe1 shared papers
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