Ilya Kostrikov

University of California, Berkeley

Papers

5

Total Citations

86

H-Index

4

About

No biography available yet.

Research Focus

Artificial intelligence5 · 86 citations
Computer science5 · 86 citations
Reinforcement learning5 · 86 citations
Psychology2 · 50 citations
Reinforcement2 · 50 citations
Social psychology2 · 50 citations
Random walk1 · 48 citations
Mathematics1 · 48 citations
Statistics1 · 48 citations
Human–computer interaction3 · 36 citations
Robot3 · 36 citations
Machine learning3 · 33 citations

Key Achievements

4
H-Index
5
Papers
86
Total Citations
17
Avg Citations/Paper
🏆 Most Cited Paper
Demonstrating A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning
48 citations · 2023
📈 Most Prolific Year: 2023 (2 Papers)
🤝 Key Collaborators: 17
🏛 Institutions: University of California, Berkeley

Top Papers

  1. 1
    Demonstrating A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning
    48 citations · 2023
  2. 2
    A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning
    25 citations · 2022
  3. 3
    Offline Reinforcement Learning for Visual Navigation
    6 citations · 2022
  4. 4
    FastRLAP: A System for Learning High-Speed Driving via Deep RL and Autonomous Practicing
    5 citations · 2023
  5. 5
    D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning
    2 citations · 2024

Key Collaborators

SLSergey Levine5 shared papersDSDhruv Shah2 shared papersLSLaura Smith2 shared papersABArjun Bhorkar2 shared papersHLHrish Leen1 shared papersKSKyle Stachowicz1 shared papersAKAviral Kumar1 shared papersCFChelsea Finn1 shared papersASAnikait Singh1 shared papersJWJiajun Wu1 shared papersRRRafael Rafailov1 shared papersLSLaura Smith1 shared papersPHPhilippe Hansen-Estruch1 shared papersPBPhilip Ball1 shared papersNRNick Rhinehart1 shared papersVKVictor Kolev1 shared papersKHKyle Hatch1 shared papers
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