Emma Brunskill

Massachusetts Institute of Technology, University of California, Berkeley, Stanford University

Papers

13

Total Citations

2,575

H-Index

10

About

No biography available yet.

Research Focus

Artificial intelligence13 · 2,575 citations
Computer science13 · 2,575 citations
Engineering4 · 2,204 citations
Political science1 · 2,177 citations
Management science1 · 2,177 citations
Deep learning1 · 2,177 citations
Law1 · 2,177 citations
Data science1 · 2,177 citations
Foundation (evidence)1 · 2,177 citations
Leverage (statistics)1 · 2,177 citations
Engineering ethics1 · 2,177 citations
Sociotechnical system1 · 2,177 citations

Key Achievements

10
H-Index
13
Papers
2,575
Total Citations
198
Avg Citations/Paper
🏆 Most Cited Paper
On the Opportunities and Risks of Foundation Models
2,177 citations · 2021
📈 Most Prolific Year: 2009 (2 Papers)
🤝 Key Collaborators: 122
🏛 Institutions: Massachusetts Institute of Technology, University of California, Berkeley, Stanford University

Top Papers

  1. 1
    On the Opportunities and Risks of Foundation Models
    2,177 citations · 2021
  2. 2
    Topological mapping using spectral clustering and classification
    108 citations · 2007
  3. 3
    Efficient Planning under Uncertainty with Macro-actions
    80 citations · 2011
  4. 4
    SLAM using Incremental Probabilistic PCA and Dimensionality Reduction
    45 citations · 2006
  5. 5
    Continuous-State POMDPs with Hybrid Dynamics
    38 citations · 2008
  6. 6
    Where to go: Interpreting natural directions using global inference
    32 citations · 2009
  7. 7
    Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Commands
    23 citations · 2017
  8. 8
    CORL: A Continuous-state Offset-dynamics Reinforcement Learner
    22 citations · 2012
  9. 9
    Provably Efficient Learning with Typed Parametric Models
    19 citations · 2009
  10. 10
    Planning in partially-observable switching-mode continuous domains
    18 citations · 2010

Key Collaborators

NRNicholas Roy4 shared papersNRNicholas Roy3 shared papersTKThomas Kollar3 shared papersTLTomás Lozano‐Pérez2 shared papersNRNicholas Roy2 shared papersMLMichael L. Littman2 shared papersANAllen Nie2 shared papersLLLihong Li2 shared papersLPLeslie Pack Kaelbling2 shared papersBRBethany R. Leffler2 shared papersANAvanika Narayan1 shared papersRERose E. Wang1 shared papersXLXuechen Li1 shared papersHRHongyu Ren1 shared papersXLXiang Lisa Li1 shared papersLLLihong Li1 shared papersCDChristopher D. Manning1 shared papersILIsabelle Levent1 shared papersEDEsin Durmus1 shared papersAGAshis G. Banerjee1 shared papers
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