Jaden B. Travnik

University of Alberta

Papers

4

Total Citations

49

H-Index

4

About

No biography available yet.

Research Focus

Machine learning4 · 49 citations
Artificial intelligence4 · 49 citations
Computer science4 · 49 citations
Reinforcement learning2 · 29 citations
Markov decision process1 · 22 citations
Asynchronous communication1 · 22 citations
Markov process1 · 22 citations
Computer network1 · 22 citations
Distributed computing1 · 22 citations
Curse of dimensionality1 · 14 citations
Coding (social sciences)1 · 14 citations
Human–computer interaction1 · 14 citations

Key Achievements

4
H-Index
4
Papers
49
Total Citations
12
Avg Citations/Paper
🏆 Most Cited Paper
Reactive Reinforcement Learning in Asynchronous Environments
22 citations · 2018
📈 Most Prolific Year: 2018 (2 Papers)
🤝 Key Collaborators: 5
🏛 Institutions: University of Alberta

Top Papers

  1. 1
    Reactive Reinforcement Learning in Asynchronous Environments
    22 citations · 2018
  2. 2
    Representing high-dimensional data to intelligent prostheses and other wearable assistive robots: A first comparison of tile coding and selective Kanerva coding
    14 citations · 2017
  3. 3
    Learning Feature Relevance Through Step Size Adaptation in Temporal-Difference Learning
    7 citations · 2019
  4. 4
    TIDBD: Adapting Temporal-difference Step-sizes Through Stochastic Meta-descent
    6 citations · 2018

Key Collaborators

PMPatrick M. Pilarski4 shared papersRSRichard S. Sutton3 shared papersVVVivek Veeriah2 shared papersAKAlexandra Kearney2 shared papersKWKory W. Mathewson1 shared papers
Not generated yet