Results 11 to 20 of about 19,776 (164)
Learning-Based Procedural Content Generation [PDF]
IEEE Transactions on Computational Intelligence and AI in Games, 2015 13 pages, 9 figures, manuscript submitted to IEEE Transactions on Computational Intelligence and AI Games (Also a technical report, School of Computer Science, The University of Manchester)
Roberts, Jonathan, Chen, Ke
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Can’t see the Forest for the Trees: Perceiving Realism of Procedural Generated Trees in First-Person Games [PDF]
EAI Endorsed Transactions on Creative Technologies, 2021 This paper explores a bio-mimetic approach for procedurally generated trees and forests, emphasizing the need to deliver a unique gameplay experience.
Peter Jæger +2 more
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Search-Based Procedural Content Generation [PDF]
, 2010 Recently, a small number of papers have appeared in which the authors implement stochastic search algorithms, such as evolutionary computation, to generate game content, such as levels, rules and weapons. We propose a taxonomy of such approaches, centring on what sort of content is generated, how the content is represented, and how the quality of the ...
Togelius, Julian +4 more
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Procedural Content Generation for Real-Time Strategy Games
International Journal of Interactive Multimedia and Artificial Intelligence, 2015 Videogames are one of the most important and profitable sectors in the industry of entertainment. Nowadays, the creation of a videogame is often a large-scale endeavor and bears many similarities with, e.g., movie production.
Raúl Lara Cabrera +3 more
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IORand: A Procedural Videogame Level Generator Based on a Hybrid PCG Algorithm
Applied Sciences, 2022 In this work we present the intelligent orchestrator of random generators (IORand), a hybrid procedural content generation (PCG) algorithm, driven by game experience, based on reinforcement learning and semi-random content generation methods.
Marco A. Moreno-Armendáriz +3 more
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Experience-Driven Procedural Content Generation [PDF]
IEEE Transactions on Affective Computing, 2011 Procedural content generation (PCG) is an increasingly important area of technology within modern human-computer interaction (HCI) design. Personalization of user experience via affective and cognitive modeling, coupled with real-time adjustment of the content according to user needs and preferences are important steps toward effective and meaningful ...
Yannakakis, Georgios N. +1 more
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Increasing generality in machine learning through procedural content generation [PDF]
Nature Machine Intelligence, 2020 Procedural Content Generation (PCG) refers to the practice, in videogames and other games, of generating content such as levels, quests, or characters algorithmically. Motivated by the need to make games replayable, as well as to reduce authoring burden, limit storage space requirements, and enable particular aesthetics, a large number of PCG methods ...
Sebastian Risi, Julian Togelius
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Study of Artificial Intelligent Algorithms Applied in Procedural Content Generation in Video Games
Eludamos, 2020 -
Martín González-Hermida +3 more
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Alexandria Engineering Journal, 2023 A level generator is a tool that generates game levels from noise. Training a generator without a dataset suffers from feedback sparsity, since it is unlikely to generate a playable level via random exploration. A common solution is shaped rewards, which
Yahia Zakaria +2 more
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A Survey on the Procedural Generation of Virtual Worlds
Multimodal Technologies and Interaction, 2017 This survey presents algorithms for the automatic generation of content for virtual worlds, in particular for games. After a definition of the term procedural content generation, the algorithms to generate realistic objects such as landscapes and ...
Jonas Freiknecht, Wolfgang Effelsberg
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