Adam Villaflor

University of California, Berkeley, Carnegie Mellon University

Papers

4

Total Citations

263

H-Index

3

About

No biography available yet.

Research Focus

Computer science4 · 263 citations
Artificial intelligence4 · 263 citations
Robot3 · 261 citations
Machine learning3 · 261 citations
Reinforcement learning2 · 251 citations
Software deployment2 · 251 citations
Collision avoidance1 · 227 citations
Collision1 · 227 citations
Process (computing)1 · 227 citations
A priori and a posteriori1 · 227 citations
Computer security1 · 227 citations
Mobile robot1 · 227 citations

Key Achievements

3
H-Index
4
Papers
263
Total Citations
66
Avg Citations/Paper
🏆 Most Cited Paper
Uncertainty-Aware Reinforcement Learning for Collision Avoidance
227 citations · 2017
📈 Most Prolific Year: 2018 (2 Papers)
🤝 Key Collaborators: 10
🏛 Institutions: University of California, Berkeley, Carnegie Mellon University

Top Papers

  1. 1
    Uncertainty-Aware Reinforcement Learning for Collision Avoidance
    227 citations · 2017
  2. 2
    Self-Supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot Navigation
    24 citations · 2018
  3. 3
    Composable Action-Conditioned Predictors: Flexible Off-Policy Learning\n for Robot Navigation
    10 citations · 2018
  4. 4
    Tractable Joint Prediction and Planning over Discrete Behavior Modes for Urban Driving
    2 citations · 2024

Key Collaborators

PAPieter Abbeel3 shared papersSLSergey Levine3 shared papersGKGregory Kahn3 shared papersJSJeff Schneider1 shared papersVHVitchyr H. Pong1 shared papersBDBosen Ding1 shared papersKFKaterina Fragkiadaki1 shared papersJMJohn M. Dolan1 shared papersHSHuangyuan Su1 shared papersBYBrian Yang1 shared papers
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