Matthew Budd

University of Oxford

Papers

3

Total Citations

20

H-Index

2

About

No biography available yet.

Research Focus

Gaussian3 · 20 citations
Gaussian process3 · 20 citations
Computer science3 · 20 citations
Machine learning3 · 20 citations
Artificial intelligence3 · 20 citations
Data mining2 · 15 citations
Statistics1 · 14 citations
Feature (linguistics)1 · 14 citations
Mathematics1 · 14 citations
Pattern recognition (psychology)1 · 14 citations
State (computer science)1 · 14 citations
Algorithm1 · 14 citations

Key Achievements

2
H-Index
3
Papers
20
Total Citations
7
Avg Citations/Paper
🏆 Most Cited Paper
Markov Decision Processes with Unknown State Feature Values for Safe Exploration using Gaussian Processes
14 citations · 2020
📈 Most Prolific Year: 2024 (2 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: University of Oxford

Top Papers

  1. 1
    Markov Decision Processes with Unknown State Feature Values for Safe Exploration using Gaussian Processes
    14 citations · 2020
  2. 2
    Planning under uncertainty for safe robot exploration using Gaussian process prediction
    5 citations · 2024
  3. 3
    Correction: Planning under uncertainty for safe robot exploration using gaussian process prediction
    1 citations · 2024

Key Collaborators

BLBruno Lacerda3 shared papersNHNick Hawes3 shared papersPDPaul Duckworth3 shared papersMSMichal Staniaszek2 shared papersMFMaurice Fallon2 shared papersBCBenoît Casseau2 shared papersASA. S. Stephens2 shared papersAWAndrew West1 shared papersBLBarry Lennox1 shared papers
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