Deep Learning for Procedural Content Generation

Deep Learning for Procedural Content Generation

9 October 2020

Georgios N. Yannakakis

Julian Togelius

Papers citing "Deep Learning for Procedural Content Generation"

19 / 19 papers shown

Title
Simulation-Driven Balancing of Competitive Game Levels with Reinforcement Learning Florian Rupp Manuel Eberhardinger Kai Eckert 58 2 0 24 Mar 2025
Measuring Diversity of Game Scenarios Yuchen Li Ziqi Wang Qingquan Zhang Jialin Liu Qingbin Liu 63 2 0 17 Jan 2025
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 65 2 0 24 Jul 2024
PCGPT: Procedural Content Generation via Transformers Sajad Mohaghegh Mohammad Amin Ramezan Dehnavi Golnoosh Abdollahinejad Matin Hashemi ViT 24 2 0 03 Oct 2023
Level Generation Through Large Language Models Graham Todd Sam Earle Muhammad Umair Nasir M. Green Julian Togelius 32 74 0 11 Feb 2023
Hierarchically Composing Level Generators for the Creation of Complex Structures Michael Beukman Manuel A. Fokam Marcel Kruger Guy Axelrod Muhammad Umair Nasir Branden Ingram Benjamin Rosman Steven D. James 40 9 0 03 Feb 2023
TreeSketchNet: From Sketch To 3D Tree Parameters Generation Gilda Manfredi N. Capece U. Erra M. Gruosso 28 11 0 25 Jul 2022
Online Game Level Generation from Music Ziqi Wang Jialin Liu 37 2 0 12 Jul 2022
Deep Surrogate Assisted Generation of Environments Varun Bhatt Bryon Tjanaka Matthew C. Fontaine Stefanos Nikolaidis 56 35 0 09 Jun 2022
Procedural Content Generation using Neuroevolution and Novelty Search for Diverse Video Game Levels Michael Beukman C. Cleghorn Steven D. James 31 15 0 14 Apr 2022
Baba is Yáll 2.0: Design and Investigation of a Collaborative Mixed-Initiative System M. Charity Isha Dave Ahmed Khalifa Julian Togelius 21 8 0 03 Mar 2022
Evolving Curricula with Regret-Based Environment Design Jack Parker-Holder Minqi Jiang Michael Dennis Mikayel Samvelyan Jakob N. Foerster Edward Grefenstette Tim Rocktaschel 31 118 0 02 Mar 2022
Reinforcement Learning in Practice: Opportunities and Challenges Yuxi Li OffRL 38 9 0 23 Feb 2022
Active Reinforcement Learning over MDPs Qi Yang Peng Yang K. Tang 41 0 0 05 Aug 2021
Experience-Driven PCG via Reinforcement Learning: A Super Mario Bros Study Tianye Shu Jialin Liu Georgios N. Yannakakis 38 40 0 30 Jun 2021
Learning Controllable Content Generators Sam Earle Maria Edwards Ahmed Khalifa Philip Bontrager Julian Togelius 27 45 0 06 May 2021
Level Generation for Angry Birds with Sequential VAE and Latent Variable Evolution Takumi Tanabe Kazuto Fukuchi Jun Sakuma Youhei Akimoto 24 11 0 13 Apr 2021
SuSketch: Surrogate Models of Gameplay as a Design Assistant Panagiotis Migkotzidis Antonios Liapis 23 13 0 22 Mar 2021
Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network Vanessa Volz Jacob Schrum Jialin Liu Simon Lucas Adam M. Smith S. Risi GAN 65 230 0 02 May 2018