PCGRL: Procedural Content Generation via Reinforcement Learning

24 January 2020

Papers citing "PCGRL: Procedural Content Generation via Reinforcement Learning"

39 / 39 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
IPCGRL: Language-Instructed Reinforcement Learning for Procedural Level Generation In-Chang Baek Sung-Hyun Kim Seo-Young Lee Dong-Hyeun Kim Kyung-Joong Kim 61 0 0 16 Mar 2025
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity Robby Costales Stefanos Nikolaidis AI4CE 31 0 0 07 Nov 2024
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 62 2 0 24 Jul 2024
Solving Sequential Manipulation Puzzles by Finding Easier Subproblems Svetlana Levit Joaquim Ortiz de Haro Marc Toussaint 32 4 0 03 May 2024
GEEvo: Game Economy Generation and Balancing with Evolutionary Algorithms Florian Rupp Kai Eckert 27 4 0 29 Apr 2024
PCGPT: Procedural Content Generation via Transformers Sajad Mohaghegh Mohammad Amin Ramezan Dehnavi Golnoosh Abdollahinejad Matin Hashemi ViT 24 2 0 03 Oct 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 46 10 0 28 Aug 2023
Beyond Prompts: Exploring the Design Space of Mixed-Initiative Co-Creativity Systems Zhiyu Lin Upol Ehsan Rohan Agarwal Samihan Dani Vidushi Vashishth Mark O. Riedl 23 20 0 03 May 2023
Level Generation Through Large Language Models Graham Todd Sam Earle Muhammad Umair Nasir M. Green Julian Togelius 27 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 37 9 0 03 Feb 2023
Powderworld: A Platform for Understanding Generalization via Rich Task Distributions Kevin Frans Phillip Isola OffRL 44 9 0 23 Nov 2022
Start Small: Training Controllable Game Level Generators without Training Data by Learning at Multiple Sizes Yahia A. Zakaria M. Fayek M. Hadhoud 24 2 0 29 Sep 2022
Generative Personas That Behave and Experience Like Humans M. Barthet Ahmed Khalifa Antonios Liapis Georgios N. Yannakakis 21 20 0 26 Aug 2022
Creative Wand: A System to Study Effects of Communications in Co-Creative Settings Zhiyu Lin Rohan Agarwal Mark O. Riedl 30 7 0 04 Aug 2022
Combining Evolutionary Search with Behaviour Cloning for Procedurally Generated Content Nicholas Muir Steven D. James 24 1 0 29 Jul 2022
Online Game Level Generation from Music Ziqi Wang Jialin Liu 31 2 0 12 Jul 2022
ProcTHOR: Large-Scale Embodied AI Using Procedural Generation Matt Deitke Eli VanderBilt Alvaro Herrasti Luca Weihs Jordi Salvador ... Winson Han Eric Kolve Ali Farhadi Aniruddha Kembhavi Roozbeh Mottaghi LM&Ro 44 237 0 14 Jun 2022
Deep Surrogate Assisted Generation of Environments Varun Bhatt Bryon Tjanaka Matthew C. Fontaine Stefanos Nikolaidis 53 35 0 09 Jun 2022
Watts: Infrastructure for Open-Ended Learning Aaron Dharna Charlie Summers Rohin Dasari Julian Togelius Amy K. Hoover 22 1 0 28 Apr 2022
Procedural Content Generation using Neuroevolution and Novelty Search for Diverse Video Game Levels Michael Beukman C. Cleghorn Steven D. James 26 15 0 14 Apr 2022
On Linking Level Segments Colan F. Biemer Seth Cooper 25 7 0 09 Mar 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 31 117 0 02 Mar 2022
Situated Dialogue Learning through Procedural Environment Generation Prithviraj Ammanabrolu Renee Jia Mark O. Riedl 109 14 0 07 Oct 2021
Go-Blend behavior and affect M. Barthet Antonios Liapis Georgios N. Yannakakis 19 7 0 24 Sep 2021
Illuminating Diverse Neural Cellular Automata for Level Generation Sam Earle J. Snider Matthew C. Fontaine Stefanos Nikolaidis Julian Togelius 53 37 0 12 Sep 2021
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation Tobias Huber Silvan Mertes Stanislava Rangelova S. Flutura Elisabeth André 19 19 0 19 Aug 2021
Open-Ended Learning Leads to Generally Capable Agents Open-Ended Learning Team Adam Stooke Anuj Mahajan Catarina Barros Charlie Deck ... Nicolas Porcel Roberta Raileanu Steph Hughes-Fitt Valentin Dalibard Wojciech M. Czarnecki 43 181 0 27 Jul 2021
Toward Co-creative Dungeon Generation via Transfer Learning Zisen Zhou Matthew J. Guzdial GAN 22 4 0 27 Jul 2021
Experience-Driven PCG via Reinforcement Learning: A Super Mario Bros Study Tianye Shu Jialin Liu Georgios N. Yannakakis 30 40 0 30 Jun 2021
Discovering Generalizable Skills via Automated Generation of Diverse Tasks Kuan Fang Yuke Zhu Silvio Savarese Li Fei-Fei 48 6 0 26 Jun 2021
A Survey on Interactive Reinforcement Learning: Design Principles and Open Challenges Christian Arzate Cruz Takeo Igarashi OffRL 17 93 0 27 May 2021
EvoCraft: A New Challenge for Open-Endedness Djordje Grbic Rasmus Berg Palm Elias Najarro Claire Glanois S. Risi 19 30 0 08 Dec 2020
Mixed-Initiative Level Design with RL Brush Omar Delarosa Hang Dong Mindy Ruan Ahmed Khalifa Julian Togelius 26 27 0 06 Aug 2020
Mario Level Generation From Mechanics Using Scene Stitching M. Green Luvneesh Mugrai Ahmed Khalifa Julian Togelius 27 23 0 07 Feb 2020
Tree Search vs Optimization Approaches for Map Generation Debosmita Bhaumik Ahmed Khalifa M. Green Julian Togelius 13 4 0 27 Mar 2019
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
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016