PhD Position in Social Intelligence: Delft University of Technology is inviting applications for a PhD position aimed at developing generative causal models of social dynamics for embodied agents. This project will enable open-ended learning in multiparty human-agent interactions, facilitating continual agent evolution.
PhD Position in Causal Representations for Open-Ended Embodied Social Intelligence
Designation
PhD Candidate
Research Area
- Causal Representations
- Embodied Social Intelligence
- Machine Learning
- Robotics
Location
Delft University of Technology, Delft, Netherlands
Eligibility/Qualification
- MSc degree in Computer Science, Artificial Intelligence, Robotics, or a related field
- Strong background in machine learning, particularly in generative latent variable modeling and/or (multi-agent) reinforcement learning
- Proficiency in programming in Python, with experience in deep learning frameworks (e.g., PyTorch, JAX)
- Comfortable with 3D mathematics and spatial reasoning concepts
- Good engineering skills for implementing and evaluating algorithms in real-world settings
- Experience with robotics platforms and conducting user studies is beneficial, but not required
- Excellent written and verbal communication skills in English (C1 or equivalent)
- A collaborative mindset and the ability to work in an interdisciplinary team
Job Description
The PhD candidate will be embedded within the Pattern Recognition and Bioinformatics Group at TU Delft and will focus on identifying the causal factors that guide human behaviors and environmental changes. The project aims to develop a generative framework that allows agents to continuously adapt through social interactions in dynamic environments. The candidate will collaborate with researchers across multiple universities and disciplines, contributing to the Hybrid Intelligence Center, and will work closely with the Robotic Surgery case study.
How to Apply
Interested candidates should apply online via the application button and upload the following documents:
- An up-to-date curriculum vitae
- Degree transcripts
- A statement of purpose that includes:
- Reasons for pursuing a PhD and its relevance to your career
- Interest in the project
- A PhD proposal aligned with the proposed topic
- Evidence of skillsets aligned with the position
- Names and contact information (telephone and email) of two referees
- Links to relevant projects or your GitHub profile, if applicable
Please address your application to Dr. Chirag Raman.
Last Date to Apply
Applications will be accepted until June 8, 2025.
For further inquiries, please contact Dr. Chirag Raman at C.A.Raman@tudelft.nl or for application procedure questions, Marunka van Stight at M.vanStight@tudelft.nl.
