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Danny Driess — most-cited papers & profile · AI Agents
← authors
·
overview
Danny Driess
18
papers ·
409
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
2023 · 270 citations
Open X-Embodiment: Robotic Learning Datasets and RT-X Models
2023 · 101 citations
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents
2023 · 13 citations
Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning
2021 · 12 citations
Gemini Robotics: Bringing AI into the Physical World
2025 · 5 citations
Describing Physics For Physical Reasoning: Force-based Sequential Manipulation Planning
2020 · 3 citations
$π_0.5$: a Vision-Language-Action Model with Open-World Generalization
2025 · 2 citations
ALOHA Unleashed: A Simple Recipe for Robot Dexterity
2024 · 2 citations
Sequence-of-Constraints MPC: Reactive Timing-Optimal Control of Sequential Manipulation
2022 · 1 citations
MEM: Multi-Scale Embodied Memory for Vision Language Action Models
2026
Training Strategies for Efficient Embodied Reasoning
2025
Knowledge Insulating Vision-language-action Models: Train Fast, Run Fast, Generalize Better
2025
Direct Motion Models for Assessing Generated Videos
2025
FAST: Efficient Action Tokenization for Vision-Language-Action Models
2025
Probabilistic Framework for Constrained Manipulations and Task and Motion Planning under Uncertainty
2020
Topics
Manipulation
Control
Multi-Robot
Perception
Human-Robot Interaction
Navigation
Sim-to-Real
Vision-Language Models
Video-Language
Embodied & Agents