Modeling natural language emergence with integral transform theory and reinforcement learning. - Bohdan Khomtchouk; Shyam Sudhakaran (CoRR, 2018)

Growing 3D Artefacts and Functional Machines with Neural Cellular Automata. - Shyam Sudhakaran; Djordje Grbic; Siyan Li; Adam Katona; Elias Najarro; Claire Glanois; Sebastian Risi (ALIFE, 2021)

MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms. - Kai Middlebrook; Shyam Sudhakaran; David Guy Brizan (CoRR, 2021)

Variational Neural Cellular Automata. - Rasmus Berg Palm; Miguel González Duque; Shyam Sudhakaran; Sebastian Risi (ICLR, 2022)

HyperNCA: Growing Developmental Networks with Neural Cellular Automata. - Elias Najarro; Shyam Sudhakaran; Claire Glanois; Sebastian Risi (CoRR, 2022)

Goal-Guided Neural Cellular Automata: Learning to Control Self-Organising Systems. - Shyam Sudhakaran; Elias Najarro; Sebastian Risi (CoRR, 2022)

Severe damage recovery in evolving soft robots through differentiable programming. - Kazuya Horibe; Kathryn Walker; Rasmus Berg Palm; Shyam Sudhakaran; Sebastian Risi (Genet. Program. Evolvable Mach., 2022)

Prompt-Guided Level Generation. - Shyam Sudhakaran; Miguel González Duque; Claire Glanois; Matthias Freiberger; Elias Najarro; Sebastian Risi (GECCO Companion, 2023)

MarioGPT: Open-Ended Text2Level Generation through Large Language Models. - Shyam Sudhakaran; Miguel González Duque; Matthias Freiberger; Claire Glanois; Elias Najarro; Sebastian Risi (NeurIPS, 2023)

Skill Decision Transformer. - Shyam Sudhakaran; Sebastian Risi (CoRR, 2023)

Towards Self-Assembling Artificial Neural Networks through Neural Developmental Programs. - Elias Najarro; Shyam Sudhakaran; Sebastian Risi (CoRR, 2023)

Making New Connections: LLMs as Puzzle Generators for the New York Times' Connections Word Game. - Tim Merino; Sam Earle; Ryan Sudhakaran; Shyam Sudhakaran; Julian Togelius (AIIDE, 2024)

Generative Design through Quality-Diversity Data Synthesis and Language Models. - Adam Gaier; James Stoddart; Lorenzo Villaggi; Shyam Sudhakaran (GECCO, 2024)

From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models. - Eleni Nisioti; Claire Glanois; Elias Najarro; Andrew Dai 001; Elliot Meyerson; Joachim Winther Pedersen; Laetitia Teodorescu; Conor F. Hayes; Shyam Sudhakaran; Sebastian Risi (CoRR, 2024)

Human-like Bots for Tactical Shooters Using Compute-Efficient Sensors. - Niels Justesen; Maria Kaselimi; Sam Snodgrass; Miruna Vozaru; Matthew Schlegel; Jonas Wingren; Gabriella A. B. Barros; Tobias Mahlmann; Shyam Sudhakaran; Wesley Kerr; Albert Wang; Christoffer Holmgård; et al. (CoRR, 2025)