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Maze Q-Table on Windows Pc

Developed By: JerryDice

License: Free

Rating: 5,0/5 - 1 votes

Last Updated: November 17, 2024

Download on Windows PC

Compatible with Windows 10/11 PC & Laptop

App Details

Version 1.13
Size 28.5 MB
Release Date November 17, 24
Category Education Apps

Description from Developer:
Reinforcement learning allows an agent to learn through trial and error in an environment. Imagine a maze. Using a Q-table, the agent explores the maze (state) and takes different... [read more]

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About this app

On this page you can download Maze Q-Table and install on Windows PC. Maze Q-Table is free Education app, developed by JerryDice. Latest version of Maze Q-Table is 1.13, was released on 2024-11-17 (updated on 2024-11-17). Estimated number of the downloads is more than 1. Overall rating of Maze Q-Table is 5,0. Generally most of the top apps on Android Store have rating of 4+. This app had been rated by 1 users, 1 users had rated it 5*, 1 users had rated it 1*.

How to install Maze Q-Table on Windows?

Instruction on how to install Maze Q-Table on Windows 10 Windows 11 PC & Laptop

In this post, I am going to show you how to install Maze Q-Table on Windows PC by using Android App Player such as BlueStacks, LDPlayer, Nox, KOPlayer, ...

Before you start, you will need to download the APK/XAPK installer file, you can find download button on top of this page. Save it to easy-to-find location.

[Note] You can also download older versions of this app on bottom of this page.

Below you will find a detailed step-by-step guide, but I want to give you a fast overview of how it works. All you need is an emulator that will emulate an Android device on your Windows PC and then you can install applications and use it - you see you're playing it on Android, but this runs not on a smartphone or tablet, it runs on a PC.

If this doesn't work on your PC, or you cannot install, comment here and we will help you!

  1. Install using BlueStacks
  2. Install using NoxPlayer

Step By Step Guide To Install Maze Q-Table using BlueStacks

  1. Download and Install BlueStacks at: https://www.bluestacks.com. The installation procedure is quite simple. After successful installation, open the Bluestacks emulator. It may take some time to load the Bluestacks app initially. Once it is opened, you should be able to see the Home screen of Bluestacks.
  2. Open the APK/XAPK file: Double-click the APK/XAPK file to launch BlueStacks and install the application. If your APK/XAPK file doesn't automatically open BlueStacks, right-click on it and select Open with... Browse to the BlueStacks. You can also drag-and-drop the APK/XAPK file onto the BlueStacks home screen
  3. Once installed, click "Maze Q-Table" icon on the home screen to start using, it'll work like a charm :D

[Note 1] For better performance and compatibility, choose BlueStacks 5 Nougat 64-bit read more

[Note 2] about Bluetooth: At the moment, support for Bluetooth is not available on BlueStacks. Hence, apps that require control of Bluetooth may not work on BlueStacks.

How to install Maze Q-Table on Windows PC using NoxPlayer

  1. Download & Install NoxPlayer at: https://www.bignox.com. The installation is easy to carry out.
  2. Drag the APK/XAPK file to the NoxPlayer interface and drop it to install
  3. The installation process will take place quickly. After successful installation, you can find "Maze Q-Table" on the home screen of NoxPlayer, just click to open it.

Discussion

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Download older versions

Other versions available: 1.13.

Download Maze Q-Table 1.13 on Windows PC – 28.5 MB

Reinforcement learning allows an agent to learn through trial and error in an environment. Imagine a maze. Using a Q-table, the agent explores the maze (state) and takes different actions (like moving up, down, left, or right). The Q-table keeps track of the rewards (positive for good choices, negative for bad decisions) received for each action in each state. Over time, the agent updates the Q-table to prioritize actions that lead to the highest reward and eventually learns the best path through the maze.

Learn by Doing

In this app, you'll guide an agent through a maze filled with bricks. The agent will use a technique called Q-learning to navigate the maze and reach the goal. By observing the agent's exploration and learning process, you'll gain an understanding of reinforcement learning concepts.

*Adjustable Difficulty

Want to make things easier or harder for the agent? You can control the difficulty of the maze by adjusting two settings:

Brick Obstacle Size: Choose the size of the bricks that the agent needs to navigate around. Larger bricks create a more open maze, while smaller bricks make for a tighter squeeze.
Number of Episodes: This setting determines how many times the agent will attempt to learn the maze. With more episodes, the agent has more opportunities to explore and refine its decision-making strategy.
Take Control and Track Progress

The app provides two buttons to control the simulation:

Generate Maze: This button creates a new maze with the chosen brick size.
Start Learning: Once you're happy with the maze layout, click this button to start the agent's learning process.
Visualize Learning Progress

In addition to observing the agent navigate the maze, you can also track its learning progress with the included Learning Rate Graph. This graph plots the agent's Rewards (positive reinforcement) versus the number of Episodes. By analyzing this graph, you can see how the agent's learning rate impacts its decision-making and how it improves over time.

Get ready to witness the power of reinforcement learning firsthand! As the agent explores the maze, you'll see how it learns to make optimal choices and conquer the challenge. The learning rate graph will further enhance your understanding by visualizing the agent's progress throughout its training journey.