The Malmo Platform for Artificial Intelligence Experimentation. - Matthew Johnson 003; Katja Hofmann; Tim Hutton; David Bignell (IJCAI, 2016)

How Humans Perceive Human-like Behavior in Video Game Navigation. - Evelyn Zuniga; Stephanie Milani; Guy Leroy; Jaroslaw Rzepecki; Raluca Georgescu; Ida Momennejad; David Bignell; Mingfei Sun 001; Alison Shaw; Gavin Costello; Mikhail Jacob; Sam Devlin; et al. (CHI Extended Abstracts, 2022)

Uni[MASK]: Unified Inference in Sequential Decision Problems. - Micah Carroll; Orr Paradise; Jessy Lin; Raluca Georgescu; Mingfei Sun 001; David Bignell; Stephanie Milani; Katja Hofmann; Matthew J. Hausknecht; Anca D. Dragan; Sam Devlin (NeurIPS, 2022)

Towards Flexible Inference in Sequential Decision Problems via Bidirectional Transformers. - Micah Carroll; Jessy Lin; Orr Paradise; Raluca Georgescu; Mingfei Sun 001; David Bignell; Stephanie Milani; Katja Hofmann; Matthew J. Hausknecht; Anca D. Dragan; Sam Devlin (CoRR, 2022)

UniMASK: Unified Inference in Sequential Decision Problems. - Micah Carroll; Orr Paradise; Jessy Lin; Raluca Georgescu; Mingfei Sun 001; David Bignell; Stephanie Milani; Katja Hofmann; Matthew J. Hausknecht; Anca D. Dragan; Sam Devlin (CoRR, 2022)

Imitating Human Behaviour with Diffusion Models. - Tim Pearce; Tabish Rashid; Anssi Kanervisto; David Bignell; Mingfei Sun 001; Raluca Georgescu; Sergio Valcarcel Macua; Shan Zheng Tan; Ida Momennejad; Katja Hofmann; Sam Devlin (ICLR, 2023)

Visual Encoders for Data-Efficient Imitation Learning in Modern Video Games. - Lukas Schäfer 001; Logan Jones; Anssi Kanervisto; Yuhan Cao 001; Tabish Rashid; Raluca Georgescu; David Bignell; Siddhartha Sen 001; Andrea Treviño Gavito; Sam Devlin (CoRR, 2023)

Aligning Agents like Large Language Models. - Adam Jelley; Yuhan Cao 001; David Bignell; Sam Devlin; Tabish Rashid (CoRR, 2024)

Scaling Laws for Pre-training Agents and World Models. - Tim Pearce; Tabish Rashid; David Bignell; Raluca Georgescu; Sam Devlin; Katja Hofmann (CoRR, 2024)

World and Human Action Models towards gameplay ideation. - Anssi Kanervisto; David Bignell; Linda Yilin Wen; Martin Grayson; Raluca Georgescu; Sergio Valcarcel Macua; Shan Zheng Tan; Tabish Rashid; Tim Pearce; Yuhan Cao 001; Abdelhak Lemkhenter; Chentian Jiang; et al. (Nat., 2025)

Adapting a World Model for Trajectory Following in a 3D Game. - Marko Tot; Shu Ishida; Abdelhak Lemkhenter; David Bignell; Pallavi Choudhury; Chris Lovett; Luis França; Matheus Ribeiro Furtado de Mendonca; Tarun Gupta; Darren Gehring; Sam Devlin; Sergio Valcarcel Macua; et al. (CoRR, 2025)

Adapting Vision-Language Models for Evaluating World Models. - Mariya Hendriksen; Tabish Rashid; David Bignell; Raluca Georgescu; Abdelhak Lemkhenter; Katja Hofmann; Sam Devlin; Sarah Parisot (CoRR, 2025)