Oleh Rybkin
Scholar

Oleh Rybkin

Google Scholar ID: CQEyVPMAAAAJ
Postdoc, University of California, Berkeley
Reinforcement LearningScaling LawsAgents
Citations & Impact
All-time
Citations
1,459
 
H-index
14
 
i10-index
14
 
Publications
20
 
Co-authors
41
list available
Resume (English only)
Academic Achievements
  • 2025: Paper 'Compute-Optimal Scaling for Value-Based Deep RL' accepted to NeurIPS
  • 2025: Paper 'Latent Diffusion Planning for Imitation Learning' accepted to ICML (Spotlight, 2.6% acceptance rate)
  • 2025: Preprint 'Video2Policy: Scaling up Manipulation Tasks in Simulation through Internet Videos' released
  • 2025: Paper 'Value-Based Deep RL Scales Predictably' accepted to ICML; oral presentation at ICLR Robot Learning Workshop
  • 2024: Paper 'METRA: Scalable Unsupervised RL with Metric-Aware Abstraction' accepted to ICLR (Oral, 1% acceptance rate)
  • 2024: Paper 'Privileged Sensing Scaffolds Reinforcement Learning' accepted to ICLR (Spotlight, 4% acceptance rate)
  • 2023: Paper 'Planning Goals for Exploration' accepted to ICLR (Spotlight, 6% acceptance rate); Best Paper Award at CoRL Roboadapt Workshop (6% acceptance rate)