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Aviral Kumar — most-cited papers & profile · AI for Science
← authors
·
overview
Aviral Kumar
12
papers ·
156
citations ·
21
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning
2025 · 121 citations
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions
2023 · 16 citations
Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models
2023 · 10 citations
Don't Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning
2022 · 7 citations
RaC: Robot Learning for Long-Horizon Tasks by Scaling Recovery and Correction
2025 · 1 citations
Pre-Training for Robots: Offline RL Enables Learning New Tasks from a Handful of Trials
2022 · 1 citations
Conservative Safety Critics For Exploration
2020
Robotic Offline RL from Internet Videos via Value-Function Pre-Training
2023
Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance
2024
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
2024
Training Language Models to Self-Correct via Reinforcement Learning
2024
Topics
Manipulation
Control
Human-Robot Interaction
Sim-to-Real
Efficiency
Evaluation
Vision-Language
In-Context Learning
Training Techniques
Meta-RL