Stas Tiomkin

University of California, Berkeley, San Jose State University

Papers

4

Total Citations

27

H-Index

3

About

No biography available yet.

Research Focus

Artificial intelligence4 · 27 citations
Mathematics4 · 27 citations
Reinforcement learning4 · 27 citations
Computer science4 · 27 citations
Psychology2 · 21 citations
Reinforcement2 · 21 citations
Social psychology2 · 21 citations
Mutual information1 · 17 citations
Generalization1 · 17 citations
Bottleneck1 · 17 citations
Dynamics (music)1 · 17 citations
Information bottleneck method1 · 17 citations

Key Achievements

3
H-Index
4
Papers
27
Total Citations
7
Avg Citations/Paper
🏆 Most Cited Paper
Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning
17 citations · 2020
📈 Most Prolific Year: 2020 (2 Papers)
🤝 Key Collaborators: 6
🏛 Institutions: University of California, Berkeley, San Jose State University

Top Papers

  1. 1
    Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning
    17 citations · 2020
  2. 2
    Preventing Imitation Learning with Adversarial Policy Ensembles
    4 citations · 2020
  3. 3
    Predictive Coding for Boosting Deep Reinforcement Learning with Sparse Rewards
    4 citations · 2019
  4. 4
    Multi-Objective Policy Gradients with Topological Constraints
    2 citations · 2022

Key Collaborators

PAPieter Abbeel4 shared papersXLXingyu Lu2 shared papersMJMykel J. Kochenderfer1 shared papersAZAlbert Zhan1 shared papersKLKimin Lee1 shared papersKHKyle Hollins Wray1 shared papers
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