Data scientist

TU Delft
Delft, Netherlands
2 days ago

Role details

Contract type
Temporary contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Job location

Delft, Netherlands

Tech stack

Computer Vision
Computer Programming
Natural Language Processing
Deep Learning
Information Technology

Job description

Vision-Language-Action (VLA) models and diffusion policies are currently defining the state-of-the-art in robot learning, yet they typically rely on 2D inputs that limit spatial reasoning. This research explores the potential of integrating advanced 3D foundation models, such as VGGT, directly into VLA-based diffusion architectures. By leveraging pre-trained 3D knowledge-capable of understanding non-overlapping views and complex geometry-the project aims to surpass the limitations of standard RGB approaches. The core challenge involves effectively fusing these rich spatial modalities to achieve faster learning and superior generalization on a physical robot arm.

Requirements

Have an MSc degree in Artificial Intelligece, Computer Science, or Robotics - Have strong programming skills - Have experience with deep learning - Have affinity with natural language processing or 3D computer vision - Have profound interest in human-technology interaction - Embrace open science principles and modern communication tools

About the company

TU Delft (Delft University of Technology) Delft University of Technology is built on strong foundations. As creators of the world-famous Dutch waterworks and pioneers in biotech, TU Delft is a top internation...

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