SR
Sebastian Risi
cs.AIcs.NEcs.LGcs.CVcs.HCcs.ROcs.CLNeural Networks, Computerq-bio.PEstat.ML
On Valency
published · living versionsW_28wyh79f·v1 · currentpublished
Preprints & journals
97 papers in the corpus · 2012–2026Integrating Simulation and Chain-of-thought Reasoning in Multimodal-Language Models For Physical Reasoning2610.19441v1 · YingQiao Wang, Eric Bigelow, Tomer Ullman et al.2026 · 0 citationsarXiv
Continuous Memory Machines2610.07907v1 · Ciaran Regan, Kai Arulkumaran, Luke Darlow et al.2026 · 0 citationsarXiv
Continual Reinforcement Learning with Neuroevolution2610.01583v2 · Eleni Nisioti, Andrea Cossu, Kathrin Korte et al.2026 · 0 citationsarXiv
On Growth and Form, and Function: Reusable Regulatory Handles Control Phenotypic Variation2609.29755v1 · Benedikt Hartl, Milton L. Montero, Marcello Barylli et al.2026 · 0 citationsarXiv
Temporal Recurrence Favors Fewer Layers2609.12531v1 · Ivan Anokhin, Johan Obando-Ceron, Irina Rish et al.2026 · 0 citationsarXivon Valency
Smart cellular bricks for decentralized shape classification and damage recovery.42443180 · Moreno, Rodrigo, Faíña, Andrés, Sudhakaran, Shyam et al.2026 · 0 citationsNature communications. 2026;17(1)
Conversable Complexity: Agentic LLM Collectives as Interpretable Substrates2607.01047v1 · Elias Najarro, Ane Espeseth, Eleni Nisioti et al.2026 · 0 citationsarXiv
Diffusing Blame: Task-Dependent Credit Assignment in Biologically Plausible Dual-Stream Networks2606.31700v1 · Yutaro Yamada, Luca Grillotti, Rujikorn Charakorn et al.2026 · 0 citationsarXiv
Dimensionality Controls When Modularity Helps in Continual Learning2606.17889v1 · Kathrin Korte, Christian Medeiros Adriano, Joachim Winther Pedersen et al.2026 · 0 citationsPoster, 2nd ICML Workshop on Compositional Learning: Safety, Interpretability, and Agents (CompLearn), ICML 2026
Vector Policy Optimization: Training for Diversity Improves Test-Time Search2605.22817v1 · Ryan Bahlous-Boldi, Isha Puri, Idan Shenfeld et al.2026 · 0 citationsarXiv
Learning Developmental Scaffoldings to Guide Self-Organisation2605.14998v4 · Milton L. Montero, Elias Najarro, Jakob Schauser et al.2026 · 0 citationsarXiv
Self-Organising Digital Circuits2608.02606v2 · Marcello Barylli, Gabriel B'ena, Alexander Mordvintsev et al.2026 · 0 citationsarXiv
When Does Structure Matter in Continual Learning? Dimensionality Controls When Modularity Shapes Representational Geometry2604.27656v1 · Kathrin Korte, Joachim Winter Pedersen, Eleni Nisioti et al.2026 · 0 citationsarXiv
In Search of the Ingredients of Open-Endedness: Replicating Picbreeder with Large Vision-Language Models2605.23908v2 · Sam Earle, Kai Arulkumaran, Andrew Dai et al.2026 · 0 citationsProceedings of the Genetic and Evolutionary Computation Conference (GECCO '26), July 13-17, 2026, San Jos\'e, Costa Rica. ACM, 2026
Simple Baselines are Competitive with Code Evolution2602.16805v2 · Yonatan Gideoni, Sebastian Risi, Yarin Gal2026 · 0 citationsarXiv
Tournament Informed Adversarial Quality Diversity2601.19562v2 · Timoth'ee Anne, Noah Syrkis, Meriem Elhosni et al.2026 · 0 citationsarXiv
Digital Red Queen: Adversarial Program Evolution in Core War with LLMs2601.03335v1 · Akarsh Kumar, Ryan Bahlous-Boldi, Prafull Sharma et al.2026 · 1 citationarXiv
Solving Inverse Problems in Stochastic Self-Organizing Systems through Invariant Representations2506.11796v2 · Elias Najarro, Nicolas Bessone, Sebastian Risi2025 · 0 citationsarXiv
When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks?2505.22696v1 · Eleni Nisioti, Joachim Winther Pedersen, Erwan Plantec et al.2025 · 2 citationsarXiv
Adversarial Coevolutionary Illumination with Generational Adversarial MAP-Elites2505.06617v5 · Timoth'ee Anne, Noah Syrkis, Meriem Elhosni et al.2025 · 0 citationsarXiv
Continuous Thought Machines2505.05522v4 · Luke Darlow, Ciaran Regan, Sebastian Risi et al.2025 · 2 citationsarXiv
Bio-Inspired Plastic Neural Networks for Zero-Shot Out-of-Distribution Generalization in Complex Animal-Inspired Robots2503.12406v1 · Binggwong Leung, Worasuchad Haomachai, Joachim Winther Pedersen et al.2025 · 1 citationarXiv
Human-like Bots for Tactical Shooters Using Compute-Efficient Sensors2501.00078v1 · Niels Justesen (modl.ai), Maria Kaselimi (modl.ai), Sam Snodgrass (modl.ai) et al.2024 · 2 citationsarXiv
Harnessing Language for Coordination: A Framework and Benchmark for LLM-Driven Multi-Agent Control2412.11761v2 · Timoth'ee Anne, Noah Syrkis, Meriem Elhosni et al.2024 · 2 citationsarXiv
Collective Innovation in Groups of Large Language Models2407.05377v1 · Eleni Nisioti, Sebastian Risi, Ida Momennejad et al.2024 · 4 citationsarXiv
LayerShuffle: Enhancing Robustness in Vision Transformers by Randomizing Layer Execution Order2407.04513v2 · Matthias Freiberger, Peter Kun, Anders Sundnes L\ovlie et al.2024 · 0 citationsarXiv
Evolutionary Implications of Self-Assembling Cybernetic Materials with Collective Problem-Solving Intelligence at Multiple Scales.39056895 · Hartl, Benedikt, Risi, Sebastian, Levin, Michael2026 · 12 citationsEntropy (Basel, Switzerland). 2024;26(7)
Evolving Self-Assembling Neural Networks: From Spontaneous Activity to Experience-Dependent Learning2406.09787v1 · Erwan Plantec, Joachin W.Pedersen, Milton L.Montero et al.2024 · 2 citationsarXiv
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models2407.09502v1 · Eleni Nisioti, Claire Glanois, Elias Najarro et al.2024 · 5 citationsarXiv
Meta-Learning an Evolvable Developmental Encoding2406.09020v2 · Milton L. Montero, Erwan Plantec, Eleni Nisioti et al.2024 · 2 citationsarXiv
Growing Artificial Neural Networks for Control: the Role of Neuronal Diversity2405.08510v1 · Eleni Nisioti, Erwan Plantec, Milton Montero et al.2024 · 1 citationarXiv
Structurally Flexible Neural Networks: Evolving the Building Blocks for General Agents2404.15193v2 · Joachim Winther Pedersen, Erwan Plantec, Eleni Nisioti et al.2024 · 2 citationsarXiv
Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration2403.19174v1 · Louie S\os Meyer, Johanne Engel Aaen, Anitamalina Regitse Tranberg et al.2024 · 23 citationsarXiv
Towards Self-Assembling Artificial Neural Networks through Neural Developmental Programs2307.08197v1 · Elias Najarro, Shyam Sudhakaran, Sebastian Risi2023 · 16 citationsarXiv
Fooling Contrastive Language-Image Pre-trained Models with CLIPMasterPrints2307.03798v3 · Matthias Freiberger, Peter Kun, Christian Igel et al.2023 · 0 citationsarXiv
Learning to Act through Evolution of Neural Diversity in Random Neural Networks2305.15945v2 · Joachim Winther Pedersen, Sebastian Risi2023 · 2 citationsarXiv
MarioGPT: Open-Ended Text2Level Generation through Large Language Models2302.05981v3 · Shyam Sudhakaran, Miguel Gonz'alez-Duque, Claire Glanois et al.2023 · 48 citationsarXiv
Skill Decision Transformer2301.13573v1 · Shyam Sudhakaran, Sebastian Risi2023 · 2 citationsarXiv
Severe Damage Recovery in Evolving Soft Robots through Differentiable Programming2206.06674v1 · Kazuya Horibe, Kathryn Walker, Rasmus Berg Palm et al.2022 · 8 citationsarXiv
Mario Plays on a Manifold: Generating Functional Content in Latent Space through Differential Geometry2206.00106v1 · Miguel Gonz'alez-Duque, Rasmus Berg Palm, S\oren Hauberg et al.2022 · 6 citationsarXiv
Minimal Neural Network Models for Permutation Invariant Agents2205.07868v1 · Joachim Winther Pedersen, Sebastian Risi2022 · 1 citationarXiv
HyperNCA: Growing Developmental Networks with Neural Cellular Automata2204.11674v1 · Elias Najarro, Shyam Sudhakaran, Claire Glanois et al.2022 · 7 citationsarXiv
Goal-Guided Neural Cellular Automata: Learning to Control Self-Organising Systems2205.06806v1 · Shyam Sudhakaran, Elias Najarro, Sebastian Risi2022 · 3 citationsarXiv
A Unified Substrate for Body-Brain Co-evolution2203.12066v2 · Sidney Pontes-Filho, Kathryn Walker, Elias Najarro et al.2022 · 10 citationsarXiv
Physical Neural Cellular Automata for 2D Shape Classification2203.07548v2 · Kathryn Walker, Rasmus Berg Palm, Rodrigo Moreno Garcia et al.2022 · 5 citationsarXiv
Variational Neural Cellular Automata2201.12360v2 · Rasmus Berg Palm, Miguel Gonz'alez-Duque, Shyam Sudhakaran et al.2022 · 8 citationsarXiv
Safer Reinforcement Learning through Transferable Instinct Networks2107.06686v1 · Djordje Grbic, Sebastian Risi2021 · 3 citationsarXiv
Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning2107.02052v1 · Mathias Lowe, Jennifer Villareale, Evan Freed et al.2021 · 5 citationsarXiv
Hybrid Encoding For Generating Large Scale Game Level Patterns With Local Variations2105.12960v3 · Jacob Schrum, Benjamin Capps, Kirby Steckel et al.2021 · 8 citationsarXiv
Fast Game Content Adaptation Through Bayesian-based Player Modelling2105.08484v2 · Miguel Gonz'alez-Duque, Rasmus Berg Palm, Sebastian Risi2021 · 18 citationsarXiv
Career total: 243 works. 97 are in this corpus.Showing the 50 most recent.
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