Growing Machines Capable of Rapid Learning in Unknown Environments

Project Information

GROW-AI

Grant agreement ID: 101045094

DOI

10.3030/101045094

EC signature date 8 December 2022

Start date 1 January 2023

End date 31 December 2027

Funded under

• European Research Council (ERC)

Total cost

€ 1 994 225,00

EU contribution

€ 1 994 225,00

Coordinated by

IT-UNIVERSITETET I KOBENHAVN
Denmark

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (7)

Meta-Learning an Evolvable Developmental Encoding

Author(s): Milton L. Montero, Erwan Plantec, Eleni Nisioti, Joachim W. Pedersen, Sebastian Risi
Published in: The 2024 Conference on Artificial Life, 2024
Publisher: MIT Press
DOI: 10.1162/isal_a_00775

Evolving Self-Assembling Neural Networks: From Spontaneous Activity to Experience-Dependent Learning

Author(s): Erwan Plantec, Joachim W. Pedersen, Milton L. Montero, Eleni Nisioti, Sebastian Risi
Published in: The 2024 Conference on Artificial Life, 2024
Publisher: MIT Press
DOI: 10.1162/isal_a_00755

Structurally Flexible Neural Networks: Evolving the Building Blocks for General Agents

Author(s): Joachim Pedersen; Erwan Plantec; Eleni Nisioti; Milton Montero; Sebastian Risi
Published in: Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Publisher: ACM
DOI: 10.48550/arxiv.2404.15193

Towards Self-Assembling Artificial Neural Networks through Neural Developmental Programs

Author(s): Najarro, Elias; Sudhakaran, Shyam; Risi, Sebastian
Published in: The 2023 Conference on Artificial Life, 2023
Publisher: MIT Press
DOI: 10.48550/arxiv.2307.08197

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks?

Author(s): Eleni Nisioti, Erwan Plantec, Milton Montero, Joachim Pedersen, Sebastian Risi
Published in: Proceedings of the Genetic and Evolutionary Computation Conference, 2025
Publisher: ACM
DOI: 10.1145/3712256.3726475

CPPN2WFC: Extending Wave Function Collapse to Generate Globally Coherent Content

Author(s): Oleg Montoya, Frantisek Srb, Djordje Grbic, Sebastian Risi
Published in: Proceedings of the Genetic and Evolutionary Computation Conference, 2025
Publisher: ACM
DOI: 10.1145/3712256.3726401

Growing Artificial Neural Networks for Control: the Role of Neuronal Diversity

Author(s): Eleni Nisioti, Erwan Plantec, Milton Montero, Joachim Pedersen, Sebastian Risi
Published in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Publisher: ACM
DOI: 10.1145/3638530.3654356

Peer reviewed articles (1)

Entropy

Author(s): Benedikt Hartl; Sebastian Risi; Michael Levin
Published in: Entropy, 2024, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e26070532