Jeff Schneider

Advanced Technologies Group (United States), Carnegie Mellon University, Stanford University, University of Rochester, Uber AI (United States)

Papers

31

Total Citations

1,758

H-Index

14

About

No biography available yet.

Research Focus

Artificial intelligence31 · 1,758 citations
Computer science31 · 1,758 citations
Robot20 · 1,600 citations
Machine learning22 · 1,454 citations
Engineering13 · 1,105 citations
Robotics7 · 1,040 citations
Mathematics17 · 868 citations
Task (project management)12 · 858 citations
Mathematical optimization11 · 811 citations
Human–computer interaction6 · 764 citations
Systems engineering4 · 747 citations
Domain (mathematical analysis)3 · 708 citations

Key Achievements

14
H-Index
31
Papers
1,758
Total Citations
57
Avg Citations/Paper
🏆 Most Cited Paper
Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks
671 citations · 2019
📈 Most Prolific Year: 2002 (4 Papers)
🤝 Key Collaborators: 45
🏛 Institutions: Advanced Technologies Group (United States), Carnegie Mellon University, Stanford University, University of Rochester, Uber AI (United States)

Top Papers

  1. 1
    Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks
    671 citations · 2019
  2. 2
    Autonomous helicopter control using reinforcement learning policy search methods
    278 citations · 2002
  3. 3
    Approximate Solutions for Partially Observable Stochastic Games with Common Payoffs
    160 citations · 2004
  4. 4
    Policy Search by Dynamic Programming
    133 citations · 2018
  5. 5
    Using response surfaces and expected improvement to optimize snake robot gait parameters
    87 citations · 2011
  6. 6
    Game Theoretic Control for Robot Teams
    71 citations · 2006
  7. 7
    Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations
    68 citations · 2016
  8. 8
    Learning Opportunity Costs in Multi-Robot Market Based Planners
    47 citations · 2006
  9. 9
    Expensive multiobjective optimization for robotics
    36 citations · 2013
  10. 10
    Q2: memory-based active learning for optimizing noisy continuous functions
    27 citations · 2002

Key Collaborators

HCHowie Choset5 shared papersRGRamina Ghods4 shared papersMTMatthew Tesch4 shared papersABArundhati Banerjee3 shared papersJAJ. Andrew Bagnell3 shared papersFCFang‐Chieh Chou2 shared papersJBJunier B. Oliva2 shared papersNDNemanja Djuric2 shared papersTNThi Nguyen2 shared papersRERosemary Emery-Montemerlo2 shared papersKKKirthevasan Kandasamy2 shared papersGDGautam Dasarathy2 shared papersSTSebastian Thrun2 shared papersHCHenggang Cui2 shared papersRGRoman Garnett2 shared papersVRVladan Radosavljević2 shared papersTHTzu-Kuo Huang2 shared papersCBChris Brown2 shared papersTLTsung-Han Lin2 shared papersBPBarnabás Póczos2 shared papers
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