Concepedia

Oleh Rybkin

OR

5

Publications

150

Citations

5

H-Index

2020

Active since

Affiliations

Philadelphia University(Current)

University of Pennsylvania

University of California, Berkeley

Oleh Rybkin is an author at Philadelphia University specializing in machine learning, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPlanningDeep LearningMachine VisionRobot LearningComputer VisionArtificial Intelligence

Publications per year

2020–2020

5

Publications

5

Planning to Explore via Self-Supervised World Models

R. Sekar, Oleh Rybkin, Kostas Daniilidis et al. · arXiv (Cornell University) · 2020 · 60 citations · Full text

Artificial Intelligence, Inverse Reinforcement Learning, Self-supervised World Models +15

Simple and Effective VAE Training with Calibrated Decoders

Oleh Rybkin, Kostas Daniilidis, Sergey Levine · arXiv (Cornell University) · 2020 · 35 citations · Full text

Engineering, Machine Learning, Autoencoders +20

Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors

Karl Pertsch, Oleh Rybkin, Frederik Ebert et al. · arXiv (Cornell University) · 2020 · 27 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Reinforcement Learning with Videos: Combining Offline Observations with\n Interaction

Karl Schmeckpeper, Oleh Rybkin, Kostas Daniilidis et al. · arXiv (Cornell University) · 2020 · 16 citations · Full text

Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors

Karl Pertsch, Oleh Rybkin, Frederik Ebert et al. · Neural Information Processing Systems · 2020 · 12 citations

Artificial Intelligence, Engineering, Machine Learning +18

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