A Survey of Deep Reinforcement Learning in Video Games

23 December 2019

Papers citing "A Survey of Deep Reinforcement Learning in Video Games"

50 / 63 papers shown

Title
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning Yi-Fan Zhang Xingyu Lu X. Hu Chaoyou Fu Bin Wen ... J. Chen Fan Yang Z. Zhang Tingting Gao Liang Wang OffRL LRM 41 0 0 05 May 2025
Cognitive Science-Inspired Evaluation of Core Capabilities for Object Understanding in AI Danaja Rutar Alva Markelius Konstantinos Voudouris José Hernández Orallo Lucy G. Cheke OCL ELM 56 0 0 27 Mar 2025
Safety Representations for Safer Policy Learning Kaustubh Mani Vincent Mai Charlie Gauthier Annie Chen Samer Nashed Liam Paull 38 0 0 27 Feb 2025
Reinforcement Learning in Strategy-Based and Atari Games: A Review of Google DeepMinds Innovations Abdelrhman Shaheen Anas Badr Ali Abohendy Hatem Alsaadawy Nadine Alsayad 57 0 0 14 Feb 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning Erlong Liu Yu-Chang Wu Xiaobin Huang Chengrui Gao Ren-Jian Wang Ke Xue Chao Qian OffRL 42 2 0 12 Jan 2025
Resource Governance in Networked Systems via Integrated Variational Autoencoders and Reinforcement Learning Qiliang Chen Babak Heydari DRL 32 0 0 30 Oct 2024
Enhancing Two-Player Performance Through Single-Player Knowledge Transfer: An Empirical Study on Atari 2600 Games Kimiya Saadat Richard Zhao 19 0 0 22 Oct 2024
Urban Computing for Climate and Environmental Justice: Early Perspectives From Two Research Initiatives Carolina Veiga Ashish Sharma Daniel de Oliveira Marcos Lage Fabio Miranda AI4CE 37 0 0 06 Oct 2024
LLMs May Not Be Human-Level Players, But They Can Be Testers: Measuring Game Difficulty with LLM Agents Chang Xiao Brenda Z. Yang LLMAG 37 2 0 01 Oct 2024
Grounded Curriculum Learning Linji Wang Zifan Xu Peter Stone Xuesu Xiao 32 8 0 29 Sep 2024
Advances in Preference-based Reinforcement Learning: A Review Youssef Abdelkareem Shady Shehata Fakhri Karray OffRL 46 9 0 21 Aug 2024
Meta SAC-Lag: Towards Deployable Safe Reinforcement Learning via MetaGradient-based Hyperparameter Tuning Homayoun Honari Amir M. Soufi Enayati Mehran Ghafarian Tamizi H. Najjaran 42 1 0 15 Aug 2024
Personalized Dynamic Difficulty Adjustment -- Imitation Learning Meets Reinforcement Learning Ronja Fuchs Robin Gieseke Alexander Dockhorn 16 1 0 13 Aug 2024
How to Choose a Reinforcement-Learning Algorithm Fabian Bongratz Vladimir Golkov Lukas Mautner Luca Della Libera Frederik Heetmeyer Felix Czaja Julian Rodemann Daniel Cremers 21 1 0 30 Jul 2024
Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agent Alejandra de la Rica Escudero E.C. Garrido-Merchán Maria Coronado Vaca AIFin 29 2 0 19 Jul 2024
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking Roland Stolz Hanna Krasowski Jakob Thumm Michael Eichelbeck Philipp Gassert Matthias Althoff CLL 19 2 0 06 Jun 2024
Knowledge-Informed Auto-Penetration Testing Based on Reinforcement Learning with Reward Machine Yuanliang Li Hanzheng Dai Jun Yan 25 3 0 24 May 2024
Parametric PDE Control with Deep Reinforcement Learning and Differentiable L0-Sparse Polynomial Policies N. Botteghi Urban Fasel AI4CE 27 6 0 22 Mar 2024
OIL-AD: An Anomaly Detection Framework for Sequential Decision Sequences Chen Wang S. Erfani T. Alpcan Christopher Leckie OffRL 19 1 0 07 Feb 2024
An investigation of belief-free DRL and MCTS for inspection and maintenance planning Daniel Koutas E. Bismut Daniel Straub 14 2 0 22 Dec 2023
Reward Shaping for Improved Learning in Real-time Strategy Game Play John Kliem Prithviraj Dasgupta OffRL 11 1 0 27 Nov 2023
Over-the-air Federated Policy Gradient Huiwen Yang Lingying Huang S. Dey Ling Shi 16 0 0 25 Oct 2023
Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges Ahmed Haj Yahmed Altaf Allah Abbassi Amin Nikanjam Heng Li Foutse Khomh OffRL 13 5 0 23 Aug 2023
RL-LABEL: A Deep Reinforcement Learning Approach Intended for AR Label Placement in Dynamic Scenarios Zhutian Chen Daniele Chiappalupi Tica Lin Yalong Yang Johanna Beyer Hanspeter Pfister OffRL 18 4 0 20 Aug 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 24 18 0 12 Jul 2023
Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query Hidenori Itaya Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi K. Sugiura OffRL 23 0 0 24 Jun 2023
Comprehensive Training and Evaluation on Deep Reinforcement Learning for Automated Driving in Various Simulated Driving Maneuvers Yongqi Dong Tobias Datema Vincent Wassenaar Joris van de Weg Cahit Tolga Kopar Harim Suleman OffRL 14 0 0 20 Jun 2023
ROSARL: Reward-Only Safe Reinforcement Learning Geraud Nangue Tasse Tamlin Love Mark W. Nemecek Steven D. James Benjamin Rosman 13 3 0 31 May 2023
Games for Artificial Intelligence Research: A Review and Perspectives Chengpeng Hu Yunlong Zhao Ziqi Wang Haocheng Du Jialin Liu AI4CE 33 11 0 26 Apr 2023
Understanding Reinforcement Learning Algorithms: The Progress from Basic Q-learning to Proximal Policy Optimization M. Chadi H. Mousannif OffRL 13 4 0 31 Mar 2023
A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat Jiajun Chai Wenzhang Chen Yuanheng Zhu Zonggui Yao Dongbin Zhao BDL 6 32 0 05 Dec 2022
Multi-Agent Reinforcement Learning with Reward Delays Yuyang Zhang Runyu Zhang Yu Gu Na Li 16 8 0 02 Dec 2022
Design Process is a Reinforcement Learning Problem Reza kakooee Benjamin Dillunberger OffRL 19 0 0 06 Nov 2022
Geometry and convergence of natural policy gradient methods Johannes Muller Guido Montúfar 8 9 0 03 Nov 2022
Disentangling Transfer in Continual Reinforcement Learning Maciej Wołczyk Michal Zajkac Razvan Pascanu Lukasz Kuciñski Piotr Milo's CLL 60 27 0 28 Sep 2022
A new Reinforcement Learning framework to discover natural flavor molecules Luana P. Queiroz C. Rebello É. Costa Vinícius V. Santana Bruno C. L. Rodrigues A. Rodrigues A. M. Ribeiro Idelfonso B. R. Nogueira 14 1 0 13 Sep 2022
Incorporating Rivalry in Reinforcement Learning for a Competitive Game Pablo V. A. Barros Ö. Yalçın Ana Tanevska A. Sciutti 12 4 0 22 Aug 2022
PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm T. Basaklar S. Gumussoy Ümit Y. Ogras 12 37 0 16 Aug 2022
Bayesian Soft Actor-Critic: A Directed Acyclic Strategy Graph Based Deep Reinforcement Learning Qin Yang Ramviyas Parasuraman BDL 14 0 0 11 Aug 2022
RangL: A Reinforcement Learning Competition Platform Viktor Zobernig Richard A. Saldanha Jinke He E. V. D. Sar J. V. Doorn ... Alessandro Zocca S. Bhulai Jorge Montalvo Arvizu Claude Klöckl John Moriarty 14 1 0 28 Jul 2022
Towards Robust On-Ramp Merging via Augmented Multimodal Reinforcement Learning Gaurav R. Bagwe Xianhao Chen Xiaoyong Yuan Lan Zhang 28 4 0 21 Jul 2022
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 14 7 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 14 2 0 24 Apr 2022
Machine Learning in Aerodynamic Shape Optimization Ji-chao Li Xiaosong Du J. Martins AI4CE 13 184 0 15 Feb 2022
Direct Behavior Specification via Constrained Reinforcement Learning Julien Roy Roger Girgis Joshua Romoff Pierre-Luc Bacon C. Pal 9 33 0 22 Dec 2021
Deep Q-Learning Market Makers in a Multi-Agent Simulated Stock Market Oscar Vicente Fernando Fernández Rebollo Francisco Javier García-Polo AIFin 14 2 0 08 Dec 2021
Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey Amjad Yousef Majid Serge Saaybi Tomas van Rietbergen Vincent François-Lavet R. V. Prasad Chris Verhoeven OffRL 52 54 0 28 Sep 2021
An Approach to Partial Observability in Games: Learning to Both Act and Observe Elizabeth Gilmour Noah Plotkin L. Smith 6 1 0 11 Aug 2021
A Computational Model of Representation Learning in the Brain Cortex, Integrating Unsupervised and Reinforcement Learning Giovanni Granato Emilio Cartoni Federico Da Rold A. Mattera Gianluca Baldassarre SSL 13 1 0 07 Jun 2021
Online reinforcement learning with sparse rewards through an active inference capsule Alejandro Daniel Noel C. V. Hoof Beren Millidge OffRL 14 7 0 04 Jun 2021