Neural Networks in solving Minesweeper

Neural Networks in solving Minesweeper

The purpose of this documentation is to present the operation of certain neural networks in solving the Minesweeper game and to assess whether it is possible to represent the decisions made by these neural networks in an understandable way using logical rules. Existing solutions such as CSP (Constr...

Full description

Saved in:

Bibliographic Details
Main Authors:	Kamil Lubarski, Beniamin Samujło, Kacper Wszeborowski
Format:	Article
Language:	English
Published:	Gdańsk University of Technology 2025-05-01
Series:	TASK Quarterly
Subjects:	artificial neural networks, minesweeper, decision tree
Online Access:	https://journal.mostwiedzy.pl/TASKQuarterly/article/view/3391
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Training a Minesweeper Agent Using a Convolutional Neural Network
by: Wenbo Wang, et al.
Published: (2025-02-01)

Artificial Intelligence Models for Bankruptcy Prediction in Agriculture: Comparing the Performance of Artificial Neural Networks and Decision Trees
by: Dominika Gajdosikova, et al.
Published: (2025-05-01)

Deriving equivalent symbol-based decision models from feedforward neural networks
by: Sebastian Seidel, et al.
Published: (2025-07-01)

Classical machine learning and artificial neural network (ANN) to predict rejection in weaving industry
by: Toufique Ahmed
Published: (2025-06-01)

Data-driven diabetes mellitus prediction and management: a comparative evaluation of decision tree classifier and artificial neural network models along with statistical analysis
by: Idris Zubairu Sadiq, et al.
Published: (2025-06-01)

Use of Binary Classification in Non-Invasive Load Monitoring
by: Jacek Bartman, et al.
Published: (2025-06-01)

An Investigation of Data Mining Classification Methods in Classifying Students According to 2018 PISA Reading Scores
by: Duygu Anıl, et al.
Published: (2022-12-01)

Generating Human-Interpretable Rules from Convolutional Neural Networks
by: Russel Pears, et al.
Published: (2025-03-01)

Compositional modeling of solution gas–oil ratio (Rs): a comparative study of tree-based models, neural networks, and equations of state
by: Aydin Larestani, et al.
Published: (2025-03-01)

An Intelligent System for Medical Oxygen Consumption Management Using Oximetry and Barometry
by: Abbas Izadi, et al.
Published: (2023-07-01)

Prospects for the use of artificial neural networks for problem solving in clinical transplantation
by: R. M. Kurabekova, et al.
Published: (2021-07-01)

Method of troubleshooting in the neural network environment of intellectual decision supporting systems
by: О.І. Тимочко, et al.
Published: (2021-01-01)

Predictive modeling of telemedicine implementation in central Asia using neural networks
by: Zhannur ABDRAKHMANOVA, et al.
Published: (2025-06-01)

Prediction of Corona-Virus Using Deep Learning
by: Laith Al-Ali
Published: (2022-12-01)

Colorectal Cancer Detection Tool Developed with Neural Networks
by: Alex Ede Danku, et al.
Published: (2025-07-01)

Use Artificial Neural Network Neococcontron in Distinguishing Handwritten Arabic Numerals
by: Laheeb Ibrahim, et al.
Published: (2009-03-01)

Optimization of Sustainable Seismic Retrofit by Developing an Artificial Neural Network
by: Hafiz Asfandyar Ahmed, et al.
Published: (2025-06-01)

Distress-Based Pavement Condition Assessment Using Artificial Intelligence: A Case Study of Egyptian Roads
by: Mostafa M. Radwan, et al.
Published: (2025-05-01)

AI/Machine Learning and Sol-Gel Derived Hybrid Materials: A Winning Coupling
by: Aurelio Bifulco, et al.
Published: (2025-07-01)

Predicting coastal variations in non-storm conditions with machine learning
by: Jabari Amir, et al.
Published: (2025-04-01)

Forecasting of Suspended Sediment in River Using Artificial Intelligence Methods
by: Fatih ÜNEŞ, et al.
Published: (2025-03-01)

Comparing Classification Algorithms to Recognize Selected Gestures Based on Microsoft Azure Kinect Joint Data
by: Marc Funken, et al.
Published: (2025-05-01)

Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases
by: Suher Dawood, et al.
Published: (2006-07-01)

Supervised machine learning prediction and investigation of nonlinear optical rectification in Ge/Si0.15Ge0.85 asymmetric coupled triangle quantum wells
by: A. Cherni, et al.
Published: (2025-09-01)

A new hybrid approach for solving partial differential equations: Combining Physics-Informed Neural Networks with Cat-and-Mouse based Optimization
by: Nursyiva Irsalinda, et al.
Published: (2025-02-01)

Braille Identification System Using Artificial Neural Networks
by: Mohammed Waleed
Published: (2023-01-01)

Generation a shared secret using artificial neural networks
by: U. F. Holikau, et al.
Published: (2019-08-01)

Artificial intelligence and Artificial Neural Networks in toxicology: challenges, perspectives and applications (Narrative review)
by: Sara Karimi ZEVERDEGANI, et al.
Published: (2024-06-01)

Neural networks in oncourology
by: M. P. Korchagin, et al.
Published: (2024-09-01)

A Capsule Decision Neural Network Based on Transfer Learning for EEG Signal Classification
by: Wei Zhang, et al.
Published: (2025-04-01)

Enhancing Security of Error Correction in Quantum Key Distribution Using Tree Parity Machine Update Rule Randomization
by: Bartłomiej Gdowski, et al.
Published: (2025-07-01)

Classifcation of events in information security systems based on neural networks
by: A. A. Mikryukov, et al.
Published: (2019-03-01)

APPLICATION OF NEURAL NETWORKS IN ARTIFICIAL INTELLIGENCE TASKS
by: V. F. Antonov, et al.
Published: (2022-08-01)

Predicting Rainfall for Farming in the Bantul Region Using an Artificial Neural Network
by: Salsalbilla Septya, et al.
Published: (2024-01-01)

Adoption of the Co-Occurrence Matrix and Artificial Neural Networks in Fingerprint Recognition
by: Maysoon Al-Nuaimi
Published: (2013-03-01)

New Approaches for Network Topology Optimization Using Deep Reinforcement Learning and Graph Neural Network
by: Mohammed Ali, et al.
Published: (2025-01-01)

Solving Three Dimensions Volterra Integral Equations (TDVIE) via a Neural Network
by: Nahdh S. M. Al-Saif, et al.
Published: (2019-01-01)

Data Mining of 24-Hour Cumulative Precipitation Data in Iran Using Machine Learning: Multilayer Perceptron Neural Network and Decision Tree
by: mozaffar faraji, et al.
Published: (2025-06-01)

Tabular Data Models for Predicting Art Auction Results
by: Patryk Mauer, et al.
Published: (2024-11-01)

Designing the sinc neural networks to solve the fractional optimal control problem
by: R. Heydari Dastjerdi, et al.
Published: (2024-12-01)