Deep Reinforcement Learning for General Video Game AI

6 June 2018

Diego Perez-Liebana

Papers citing "Deep Reinforcement Learning for General Video Game AI"

43 / 43 papers shown

Title
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments Erfan Entezami Mahsa Sahebdel Dhawal Gupta 83 0 0 02 Aug 2024
Learning to Select Goals in Automated Planning with Deep-Q Learning Carlos Núnez-Molina Juan Fernández-Olivares Raúl Pérez 64 10 0 20 Jun 2024
The Future of Child Development in the AI Era. Cross-Disciplinary Perspectives Between AI and Child Development Experts Mathilde Neugnot-Cerioli Olga Muss Laurenty 55 6 0 29 May 2024
MoMA: Model-based Mirror Ascent for Offline Reinforcement Learning Mao Hong Zhiyue Zhang Yue Wu Yan Xu OffRL 118 0 0 21 Jan 2024
All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimization Pablo V. A. Barros A. Sciutti SSL 59 3 0 02 Oct 2023
Tree-Based Reconstructive Partitioning: A Novel Low-Data Level Generation Approach Emily Halina Matthew J. Guzdial 52 1 0 18 Sep 2023
Model-based Offline Policy Optimization with Adversarial Network Junming Yang Xingguo Chen Shengyuan Wang Bolei Zhang OffRL 60 2 0 05 Sep 2023
UniG3D: A Unified 3D Object Generation Dataset Qinghong Sun Yangguang Li Zexia Liu Xiaoshui Huang Fenggang Liu Xihui Liu Wanli Ouyang Jing Shao 76 6 0 19 Jun 2023
Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation Guoqing Liu Mengzhang Cai Li Zhao Tao Qin Adrian Brown Jimmy Bischoff Tie-Yan Liu 63 8 0 18 Jul 2022
Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing V. A. Kich J. C. Jesus Ricardo B. Grando A. H. Kolling Gabriel V. Heisler R. S. Guerra OffRL 37 2 0 24 Apr 2022
Machine Learning based Anomaly Detection for Smart Shirt: A Systematic Review E. C. Nunes 54 2 0 07 Mar 2022
Reliable validation of Reinforcement Learning Benchmarks Matthias Muller-Brockhausen Aske Plaat Mike Preuss OffRL 43 1 0 02 Mar 2022
Machine Learning in Aerodynamic Shape Optimization Ji-chao Li Xiaosong Du J. Martins AI4CE 91 194 0 15 Feb 2022
Planning from video game descriptions Ignacio Vellido-Expósito Carlos Núnez-Molina Vladislav Nikolov-Vasilev J. Fdez-Olivares 20 0 0 01 Sep 2021
High-Accuracy Model-Based Reinforcement Learning, a Survey Aske Plaat W. Kosters Mike Preuss OffRL 75 37 0 17 Jul 2021
Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot Joel Z Leibo Edgar A. Duénez-Guzmán A. Vezhnevets J. Agapiou P. Sunehag Raphael Köster Jayd Matyas Charlie Beattie Igor Mordatch T. Graepel OffRL 93 111 0 14 Jul 2021
Offline Meta-Reinforcement Learning with Online Self-Supervision Vitchyr H. Pong Ashvin Nair Laura M. Smith Catherine Huang Sergey Levine OffRL 152 66 0 08 Jul 2021
Physics-informed attention-based neural network for solving non-linear partial differential equations R. Torrado Pablo Ruiz L. Cueto‐Felgueroso M. Green Tyler Friesen S. Matringe Julian Togelius PINN 63 12 0 17 May 2021
Pedestrian Collision Avoidance for Autonomous Vehicles at Unsignalized Intersection Using Deep Q-Network Kasra Mokhtari Alan R. Wagner 30 6 0 01 May 2021
A Survey on Natural Language Video Localization Xinfang Liu Xiushan Nie Zhifang Tan Jie Guo Yilong Yin 118 7 0 01 Apr 2021
Game Mechanic Alignment Theory and Discovery M. Green Ahmed Khalifa Philip Bontrager Rodrigo Canaan Julian Togelius 51 3 0 20 Feb 2021
Goal Reasoning by Selecting Subgoals with Deep Q-Learning Carlos Núnez-Molina Vladislav Nikolov-Vasilev Ignacio Vellido-Expósito Juan Fernández-Olivares OffRL LRM 36 1 0 22 Dec 2020
Griddly: A platform for AI research in games Chris Bamford Shengyi Huang Simon Lucas 103 37 0 12 Nov 2020
Reinforcement Learning with Dual-Observation for General Video Game Playing Chengpeng Hu Ziqi Wang Tianye Shu Hao Tong Julian Togelius Xinghu Yao Jialin Liu OffRL 68 9 0 11 Nov 2020
Deep Learning for Procedural Content Generation Jialin Liu Sam Snodgrass Ahmed Khalifa S. Risi Georgios N. Yannakakis Julian Togelius 3DV 92 138 0 09 Oct 2020
ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning Sheng-Chun Kao Geonhwa Jeong T. Krishna 111 96 0 04 Sep 2020
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey Aske Plaat W. Kosters Mike Preuss BDL OffRL 106 17 0 11 Aug 2020
Evaluating Generalisation in General Video Game Playing Martin Balla Simon Lucas Diego Perez-Liebana 34 2 0 22 May 2020
The Chef's Hat Simulation Environment for Reinforcement-Learning-Based Agents Pablo V. A. Barros Anne C. Bloem Inge M. Hootsmans Lena M. Opheij Romain H. A. Toebosch E. Barakova A. Sciutti 52 9 0 12 Mar 2020
From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI S. Risi Mike Preuss 82 57 0 24 Feb 2020
Learning to Generate Levels From Nothing Philip Bontrager Julian Togelius GAN 55 22 0 12 Feb 2020
Mech-Elites: Illuminating the Mechanic Space of GVGAI M. Charity M. Green Ahmed Khalifa Julian Togelius 77 25 0 11 Feb 2020
Rotation, Translation, and Cropping for Zero-Shot Generalization Chang Ye Ahmed Khalifa Philip Bontrager Julian Togelius 91 38 0 27 Jan 2020
A Survey of Deep Reinforcement Learning in Video Games Kun Shao Zhentao Tang Yuanheng Zhu Nannan Li Dongbin Zhao OffRL AI4TS 131 193 0 23 Dec 2019
Transformer Based Reinforcement Learning For Games Uddeshya Upadhyay Nikunj Shah Sucheta Ravikanti Mayanka Medhe OffRL 49 11 0 09 Dec 2019
Automatic Critical Mechanic Discovery Using Playtraces in Video Games M. Green Ahmed Khalifa Gabriella A. B. Barros Tiago Machado Julian Togelius 58 1 0 06 Sep 2019
Superstition in the Network: Deep Reinforcement Learning Plays Deceptive Games Philip Bontrager Ahmed Khalifa Damien Anderson Matthew Stephenson Christoph Salge Julian Togelius 43 10 0 12 Aug 2019
Agent Modeling as Auxiliary Task for Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor 45 51 0 22 Jul 2019
Project Thyia: A Forever Gameplayer Raluca D. Gaina Simon Lucas Diego Perez-Liebana 23 5 0 10 Jun 2019
A Survey of Reinforcement Learning Informed by Natural Language Jelena Luketina Nantas Nardelli Gregory Farquhar Jakob N. Foerster Jacob Andreas Edward Grefenstette Shimon Whiteson Tim Rocktaschel LM&Ro KELM OffRL LRM 104 282 0 10 Jun 2019
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 119 569 0 12 Oct 2018
Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation Niels Justesen R. Torrado Philip Bontrager Ahmed Khalifa Julian Togelius S. Risi 171 186 0 28 Jun 2018
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 101 208 0 25 Aug 2017