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Search-based procedural content generation: A taxonomy and survey
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 …
search algorithms to automatically generating content for games, both digital and nondigital …
Human computation: a survey and taxonomy of a growing field
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 …
novel ideas aimed at organizing web users to do great things. However, the growth is not …
Promptbreeder: Self-referential self-improvement via prompt evolution
C Fernando, D Banarse, H Michalewski… - ar** enables a
multilayer perceptron (MLP) to learn high-frequency functions in low-dimensional problem …
multilayer perceptron (MLP) to learn high-frequency functions in low-dimensional problem …
Deep reinforcement learning from human preferences
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 …
environments, we need to communicate complex goals to these systems. In this work, we …
Language model crossover: Variation through few-shot prompting
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 …
operator similar in spirit to evolutionary crossover. In particular, language models of …
Deep neural networks are easily fooled: High confidence predictions for unrecognizable images
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 …
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
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 …
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
Large language models (LLMs) have taken the scientific world by storm, changing the
landscape of natural language processing and human-computer interaction. These powerful …
landscape of natural language processing and human-computer interaction. These powerful …
[HTML][HTML] Extending human creativity with AI
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 …
into creative activities. However, this has also raised concerns about how human creators …