Dave Bignell

World and Human Action Models towards gameplay ideation

Anssi Kanervisto, Dave Bignell, Linda Yilin Wen, Martin Grayson, Raluca Georgescu, Sergio Valcarcel Macua, Shan Zheng Tan, Tabish Rashid, Tim Pearce, Yuhan Cao, Abdelhak Lemkhenter, Chentian Jiang, Gavin Costello, Gunshi Gupta, Marko Tot, Shu Ishida, Tarun Gupta, Udit Arora, Ryen W. White, Sam Devlin, Cecily Morrison, Katja Hofmann

Nature | February 2025, Vol 638: pp. 656-663

DOI Publication

Scaling Laws for Pre-training Agents and World Models

Tim Pearce, Tabish Rashid, Dave Bignell, Raluca Stevenson, Sam Devlin, Katja Hofmann

November 2024

Preprint Projet

Imitating Human Behaviour with Diffusion Models

Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin

ICLR 2023 | May 2023

Publication

Uni[MASK]: Unified Inference in Sequential Decision Problems

Micah Carroll, Orr Paradise, Jessy Lin, Raluca Georgescu, Mingfei Sun, Dave Bignell, Stephanie Milani, Katja Hofmann, Matthew Hausknecht, Anca Dragan, Sam Devlin

2022 Neural Information Processing Systems | November 2022

Publication Projet

How Humans Perceive Human-like Behavior in Video Game Navigation

Evelyn Zuniga, Stephanie Milani, Guy Leroy, Jaroslaw Rzepecki, Raluca Stevenson, Ida Momennejad, Dave Bignell, Mingfei Sun, Alison Shaw, Gavin Costello, Mikhail Jacob, Sam Devlin, Katja Hofmann

CHI 2022 | April 2022

Publication Projet

Customizing Scripted Bots: Sample Efficient Imitation Learning for Human-like Behavior in Minecraft

Brian Broll, Matthew Hausknecht, Dave Bignell, Adith Swaminathan

The Adaptive and Learning Agents (ALA) Workshop at AAMAS 2019 | May 2019

Publication

World and Human Action Models towards gameplay ideation

Anssi Kanervisto, Dave Bignell, Linda Yilin Wen, Martin Grayson, Raluca Georgescu, Sergio Valcarcel Macua, Shan Zheng Tan, Tabish Rashid, Tim Pearce, Yuhan Cao, Abdelhak Lemkhenter, Chentian Jiang, Gavin Costello, Gunshi Gupta, Marko Tot, Shu Ishida, Tarun Gupta, Udit Arora, Ryen W. White, Sam Devlin, Cecily Morrison, Katja Hofmann

Nature | February 2025, Vol 638: pp. 656-663

DOI Publication

Scaling Laws for Pre-training Agents and World Models

Tim Pearce, Tabish Rashid, Dave Bignell, Raluca Stevenson, Sam Devlin, Katja Hofmann

November 2024

Preprint Projet

Imitating Human Behaviour with Diffusion Models

Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin

ICLR 2023 | May 2023

Publication

Uni[MASK]: Unified Inference in Sequential Decision Problems

Micah Carroll, Orr Paradise, Jessy Lin, Raluca Georgescu, Mingfei Sun, Dave Bignell, Stephanie Milani, Katja Hofmann, Matthew Hausknecht, Anca Dragan, Sam Devlin

2022 Neural Information Processing Systems | November 2022

Publication Projet

Customizing Scripted Bots: Sample Efficient Imitation Learning for Human-like Behavior in Minecraft

Brian Broll, Matthew Hausknecht, Dave Bignell, Adith Swaminathan

The Adaptive and Learning Agents (ALA) Workshop at AAMAS 2019 | May 2019

Publication

How Humans Perceive Human-like Behavior in Video Game Navigation

Evelyn Zuniga, Stephanie Milani, Guy Leroy, Jaroslaw Rzepecki, Raluca Stevenson, Ida Momennejad, Dave Bignell, Mingfei Sun, Alison Shaw, Gavin Costello, Mikhail Jacob, Sam Devlin, Katja Hofmann

CHI 2022 | April 2022

Publication Projet

World and Human Action Models towards gameplay ideation

Anssi Kanervisto, Dave Bignell, Linda Yilin Wen, Martin Grayson, Raluca Georgescu, Sergio Valcarcel Macua, Shan Zheng Tan, Tabish Rashid, Tim Pearce, Yuhan Cao, Abdelhak Lemkhenter, Chentian Jiang, Gavin Costello, Gunshi Gupta, Marko Tot, Shu Ishida, Tarun Gupta, Udit Arora, Ryen W. White, Sam Devlin, Cecily Morrison, Katja Hofmann

Nature | February 2025, Vol 638: pp. 656-663

DOI Publication

Scaling Laws for Pre-training Agents and World Models

Tim Pearce, Tabish Rashid, Dave Bignell, Raluca Stevenson, Sam Devlin, Katja Hofmann

November 2024

Preprint Projet

Imitating Human Behaviour with Diffusion Models

Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin

ICLR 2023 | May 2023

Publication

Uni[MASK]: Unified Inference in Sequential Decision Problems

Micah Carroll, Orr Paradise, Jessy Lin, Raluca Georgescu, Mingfei Sun, Dave Bignell, Stephanie Milani, Katja Hofmann, Matthew Hausknecht, Anca Dragan, Sam Devlin

2022 Neural Information Processing Systems | November 2022

Publication Projet

How Humans Perceive Human-like Behavior in Video Game Navigation

Evelyn Zuniga, Stephanie Milani, Guy Leroy, Jaroslaw Rzepecki, Raluca Stevenson, Ida Momennejad, Dave Bignell, Mingfei Sun, Alison Shaw, Gavin Costello, Mikhail Jacob, Sam Devlin, Katja Hofmann

CHI 2022 | April 2022

Publication Projet

Customizing Scripted Bots: Sample Efficient Imitation Learning for Human-like Behavior in Minecraft

Brian Broll, Matthew Hausknecht, Dave Bignell, Adith Swaminathan

The Adaptive and Learning Agents (ALA) Workshop at AAMAS 2019 | May 2019

Publication