Search-based procedural content generation: A taxonomy and survey

J Togelius, GN Yannakakis, KO Stanley… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
The focus of this survey is on research in applying evolutionary and other metaheuristic
search algorithms to automatically generating content for games, both digital and nondigital …

Human computation: a survey and taxonomy of a growing field

AJ Quinn, BB Bederson - Proceedings of the SIGCHI conference on …, 2011 - dl.acm.org
The rapid growth of human computation within research and industry has produced many
novel ideas aimed at organizing web users to do great things. However, the growth is not …

Deep reinforcement learning from human preferences

PF Christiano, J Leike, T Brown… - Advances in neural …, 2017 - proceedings.neurips.cc
For sophisticated reinforcement learning (RL) systems to interact usefully with real-world
environments, we need to communicate complex goals to these systems. In this work, we …

Language model crossover: Variation through few-shot prompting

E Meyerson, MJ Nelson, H Bradley, A Gaier… - ACM Transactions on …, 2024 - dl.acm.org
This article pursues the insight that language models naturally enable an intelligent variation
operator similar in spirit to evolutionary crossover. In particular, language models of …

Deep neural networks are easily fooled: High confidence predictions for unrecognizable images

A Nguyen, J Yosinski, J Clune - Proceedings of the IEEE …, 2015 - cv-foundation.org
Deep neural networks (DNNs) have recently been achieving state-of-the-art performance on
a variety of pattern-recognition tasks, most notably visual classification problems. Given that …

Unshackling evolution: evolving soft robots with multiple materials and a powerful generative encoding

N Cheney, R MacCurdy, J Clune, H Lipson - ACM SIGEVOlution, 2014 - dl.acm.org
In 1994, Karl Sims' evolved virtual creatures showed the potential of evolutionary algorithms
to produce natural, complex morphologies and behaviors [30]. One might assume that …

Chatgpt and other large language models as evolutionary engines for online interactive collaborative game design

PL Lanzi, D Loiacono - Proceedings of the Genetic and Evolutionary …, 2023 - dl.acm.org
Large language models (LLMs) have taken the scientific world by storm, changing the
landscape of natural language processing and human-computer interaction. These powerful …

[HTML][HTML] Extending human creativity with AI

K O'Toole, EÁ Horvát - Journal of Creativity, 2024 - Elsevier
The development of generative AI has led to novel ways that technology can be integrated
into creative activities. However, this has also raised concerns about how human creators …