Evolving neural networks that are both modular and regular: HyperNEAT plus the connection cost technique. - Joost Huizinga; Jeff Clune; Jean-Baptiste Mouret (GECCO, 2014)

Does Aligning Phenotypic and Genotypic Modularity Improve the Evolution of Neural Networks? - Joost Huizinga; Jean-Baptiste Mouret; Jeff Clune (GECCO, 2016)

The Evolutionary Origins of Hierarchy. - Henok Mengistu; Joost Huizinga; Jean-Baptiste Mouret; Jeff Clune (PLoS Comput. Biol., 2016)

The Emergence of Canalization and Evolvability in an Open-Ended, Interactive Evolutionary System. - Joost Huizinga; Kenneth O. Stanley; Jeff Clune (Artif. Life, 2018)

Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multi-Objective Evolutionary Algorithm. - Joost Huizinga; Jeff Clune (CoRR, 2018)

Commonsense and Semantic-Guided Navigation through Language in Embodied Environment. - Dian Yu 002; Chandra Khatri; Alexandros Papangelis; Andrea Madotto; Mahdi Namazifar; Joost Huizinga; Adrien Ecoffet; Huaixiu Zheng; Piero Molino; Jeff Clune; Zhou Yu 005; Kenji Sagae; et al. (ViGIL@NeurIPS, 2019)

Go-Explore: a New Approach for Hard-Exploration Problems. - Adrien Ecoffet; Joost Huizinga; Joel Lehman; Kenneth O. Stanley; Jeff Clune (CoRR, 2019)

Scaling MAP-Elites to deep neuroevolution. - Cédric Colas; Vashisht Madhavan; Joost Huizinga; Jeff Clune (GECCO, 2020)

Exploration Based Language Learning for Text-Based Games. - Andrea Madotto; Mahdi Namazifar; Joost Huizinga; Piero Molino; Adrien Ecoffet; Huaixiu Zheng; Alexandros Papangelis; Dian Yu 002; Chandra Khatri; Gökhan Tür (IJCAI, 2020)

Guiding Neuroevolution with Structural Objectives. - Kai Olav Ellefsen; Joost Huizinga; Jim Tørresen (Evol. Comput., 2020)

Multi-task curriculum learning in a complex, visual, hard-exploration domain: Minecraft. - Ingmar Kanitscheider; Joost Huizinga; David Farhi; William Hebgen Guss; Brandon Houghton; Raul Sampedro; Peter Zhokhov; Bowen Baker; Adrien Ecoffet; Jie Tang; Oleg Klimov; Jeff Clune (CoRR, 2021)

First return, then explore. - Adrien Ecoffet; Joost Huizinga; Joel Lehman; Kenneth O. Stanley; Jeff Clune (Nat., 2021)

Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos. - Bowen Baker; Ilge Akkaya; Peter Zhokhov; Joost Huizinga; Jie Tang; Adrien Ecoffet; Brandon Houghton; Raul Sampedro; Jeff Clune (NeurIPS, 2022)

Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multiobjective Evolutionary Algorithm. - Joost Huizinga; Jeff Clune (Evol. Comput., 2022)

Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation. - Bowen Baker; Joost Huizinga; Leo Gao; Zehao Dou; Melody Y. Guan; Aleksander Madry; Wojciech Zaremba; Jakub Pachocki; David Farhi (CoRR, 2025)