Post-DocApplications Closed

Prof. Dr. Verena V Hafner

Humboldt-Universität zu Berlin, Germany
Apply by Nov 24, 2023

Application deadline

Nov 24, 2023

Job

Job location

Prof. Dr. Verena V Hafner

Geocoding

Humboldt-Universität zu Berlin, Germany

Geocoding in progress.

Source: legacy

Quick Information

Application Deadline

Nov 24, 2023

Start Date

Flexible

Education Required

See description

Experience Level

Not specified

Job

Job location

Prof. Dr. Verena V Hafner

Geocoding

Humboldt-Universität zu Berlin, Germany

Geocoding in progress.

Source: legacy

Map

Job Description

The EU project METATOOL aims to provide a computational model of synthetic awareness to enhance adaptation and achieve tool invention. This will enable a robot to monitor and self-evaluate its performance, ground and reuse this information for adapting to new circumstances, and finally unlock the possibility of creating new tools. Under the predictive account of awareness, and based on both neuroscientific and archeological evidence, we will develop a novel computational model of metacognition based on predictive processing (metaprediction) and validate its utility in real robots in two use case scenarios: conditional sequential tasks and tool creation. At Humboldt-Universität zu Berlin, we will develop and investigate computational models for tool-use and tool invention based on predictive processing paradigms. The models will be evaluated and implemented in robots interacting with tools in a real physical environment.

Requirements

  • Completed PhD in Computer Science or related fields (Computational Neuroscience
  • Cognitive Sciences
  • Robotics
  • AI
  • Machine Learning). Prior knowledge in computational modelling / machine learning / developmental robotics. Scientific track record. In-depth programming skills in Python. Very good scientific writing and presentation skills. Very good command of English (spoken and written). Ability to work in a team
  • communication and organisational skills. Strong interest in developmental robotics and interdisciplinary research.