Papers
19
Total Citations
886
H-Index
12
About
No biography available yet.
Research Focus
Computer science18 · 884 citations
Artificial intelligence18 · 884 citations
Robot17 · 823 citations
Mobile robot7 · 512 citations
Machine learning4 · 434 citations
Reinforcement learning7 · 431 citations
Function (biology)3 · 375 citations
Temporal difference learning2 · 373 citations
Unsupervised learning3 · 365 citations
Robot learning4 · 326 citations
Robotics2 · 314 citations
Architecture2 · 307 citations
Key Achievements
12
H-Index
19
Papers
886
Total Citations
47
Avg Citations/Paper
🏆 Most Cited Paper
Horde: a scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction
305 citations · 2011
📈 Most Prolific Year: 2012 (4 Papers)
🤝 Key Collaborators: 16
🏛 Institutions: University of Alberta, University of Rochester, The University of Texas at Austin
Top Papers
- 1
- 2
- 3Multi-timescale nexting in a reinforcement learning robot68 citations · 2014
- 4Bootstrap learning for object discovery60 citations · 2005
- 5The initial development of object knowledge by a learning robot59 citations · 2008
- 6Bootstrap learning of foundational representations58 citations · 2006
- 7Autonomous development of a grounded object ontology by a learning robot47 citations · 2007
- 8
- 9Building Local Safety Maps for a Wheelchair Robot using Vision and Lasers28 citations · 2006
- 10Multi-timescale Nexting in a Reinforcement Learning Robot23 citations · 2012
Key Collaborators
BKBenjamin Kuipers9 shared papersRSRichard S. Sutton6 shared papersAWAdam White4 shared papersPMPatrick M. Pilarski4 shared papersPBPatrick Beeson3 shared papersTDThomas Degris3 shared papersMDMichael Delp2 shared papersAMAniket Murarka2 shared papersAWAdam White2 shared papersCSCraig Sherstan1 shared papersJPJefferson Provost1 shared papersDPDoina Precup1 shared papersDPDoina Precup1 shared papersMMMatt MacMahon1 shared papersBJBrian J. Stankiewicz1 shared papersRSRichard S. Sutton1 shared papers
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