2048 (3x3, 4x4, 5x5) AI 6.5

Huan Lin – Freeware – iOS
de votos 376

Esto no es una forma de descarga!

La base de datos del programa UpdateStar es mantenida por los usuarios y para los usuarios.
Con su apoyo, usted puede ayudar a todos los demás usuarios a mantener su software actualizado. Rellene cualquier campo que sea incorrecto o no actualizado. Comprobaremos y evaluaremos su contribución tan pronto como sea posible.
¡Gracias por apoyar a UpdateStar!

Título:

Categoría:

Requisitos:

Android

iOS

Windows

Mac

Linux

Licencia:

Editorial:

Editorial URL:

Descripción:

Classic 2048 puzzle game redefined by AI.

Our version of 2048 stands out in the market with its unique approach. We have incorporated advanced algorithms to develop an AI system for the classic 2048 puzzle game.

<ul>
 <li>Redefined by AI</li>
</ul>

We have successfully created an AI system that utilizes a variety of state-of-the-art algorithms to enhance the gameplay experience. These algorithms include Monte Carlo Tree Search (MCTS) [a], Expectimax [b], Iterative Deepening Depth-First Search (IDDFS) [c], and Reinforcement Learning [d].

<ol>
 <li>Monte Carlo Tree Search (MCTS) is a heuristic search algorithm initially introduced in 2006 for the game of computer Go. Over time, it has proven effective in other games such as chess and, of course, 2048. MCTS selects the best possible move from the game tree's current state, similar to IDDFS.</li>
 <li>Expectimax search is a variation of the minimax algorithm that incorporates "chance" nodes into the search tree. This technique is commonly utilized in games with unpredictable elements, such as Minesweeper (random mine placement), Pacman (random ghost movement), and our very own 2048 game (random tile spawning positions and values).</li>
 <li>Iterative Deepening Depth-First Search (IDDFS) is a search strategy that repeatedly runs a depth-limited version of DFS with increasing depth limits. IDDFS shares the optimality of breadth-first search (BFS) while using significantly less memory. Our implementation of 2048 AI assigns heuristic scores or penalties to various features (e.g., empty cell count) to compute the optimal next move.</li>
 <li>Reinforcement learning involves training ML models to generate actions or decisions within an environment, with the goal of maximizing cumulative rewards. Our 2048 RL implementation doesn't rely on any hardcoded intelligence, which means it doesn't utilize heuristic scores based on human understanding of the game. The AI agent independently "figures out" the best moves as we train the model.</li>
</ol>

References:

<ol>
 <li><a href="https://www.aaai.org/Papers/AIIDE/2008/AIIDE08-036.pdf">[a] Monte Carlo Tree Search</a></li>
 <li><a href="http://www.jveness.info/publications/thesis.pdf">[b] Expectimax Search</a></li>
 <li><a href="https://cse.sc.edu/~MGV/csce580sp15/gradPres/korf_IDAStar_1985.pdf">[c] Iterative Deepening Depth-First Search</a></li>
 <li><a href="http://rail.eecs.berkeley.edu/deeprlcourse/static/slides/lec-8.pdf">[d] Reinforcement Learning</a></li>
</ol>

Etiquetas:

Breve descripción:

Versión instalada desconocido?

Versión actual:

Descarga URL:

Descarga directa URL:

Compre URL:

Icono URL:

Captura de pantalla 1 URL:

Captura de pantalla 2 URL:

Captura de pantalla 3 URL:

Captura de pantalla 4 URL:

PAD file URL:

Comentario:

Su e-mail:

Newsletter:

Por favor, introduzca su dirección de e-mail si quiere que nos pongamos en contacto en caso de tener cuestiones relativas a su contribución. Nosotros nunca revelaremos su dirección de correo electrónico a terceros.

Imágenes (click para ampliar)

Productos relacionados

2048 Bricks

The legend has returned! Experience the renowned game 2048 in a captivating new format! Challenge yourself by strategically dropping bricks and combining identical numbers to achieve the highly sought-after 2048 and even larger tiles.

2248: Number Link 2048 Games

2248: Number Link 2048 Games is a classic addictive number link merge puzzle game that provides a challenging yet relaxing experience. The goal of the game is to connect the same numbered blocks in order to merge them into higher numbers.

4096 Classic Puzzle!

Challenge your puzzle-solving skills with the 4096 extension of the well-known game 2048. With increased difficulty following tile 2048, this version offers a heightened level of addiction and challenge that will put your brain to the …

BBTAN : Break Brick

'BBTAN' has recently released an exciting update that brings a fresh wave of features to enhance your gaming experience. This update introduces a new game mode, new types of bricks, a revamped system, and an improved UI graphic.

Brick Merge 3D

Place bricks, pile them, and merge to grow. Complete levels to raise the building.

Color Puzzle - Hue Match Game

Are you skilled in perceiving colors with exceptional acuity? Or are you seeking a tranquil yet captivating puzzle gaming experience? Look no further than this delightful color puzzle game!

Go Team

Go Team is a versatile technology platform serving as the framework for a range of engagement programs. These solutions can be tailored to align with your objectives, using your own content and messaging.

Linia Stripes: Relax & Collect

Linia Stripes is a captivating puzzle game that challenges players to clear the board by strategically collecting patterns. With thousands of mesmerizing and colorful levels, this game is sure to keep you entertained and engaged.

Melty Land

Indulge in the charming ice cream stacking game Melty Land. If you have a penchant for stacking and a love for sweets, Melty Land may just be the perfect gaming choice for you. Enjoy the simplicity of scooping ice cream with just a tap.

Monopong

Monopong is a minimalist arcade game reminiscent of the classic paddle and ball concept, offering a personalized gaming experience.

Not Not 2 - A Brain Challenge

Enhance your cognitive abilities by engaging in a series of intricate puzzles that test your skills in orientation, logic, and color recognition.

Noticreo Run

Embark on an endless adventure of fun and entertainment with "Noticreo Run"! Inspired by the beloved comedians Camilo Pardo and Camilo Sanchez.

Puzzle 2048 Classic

The gameplay revolves around a straightforward mechanic where players swipe to maneuver tiles. When two tiles with identical numbers meet, they merge to form a new tile with double the value.

Twenty

Twenty is an engaging arcade/puzzle game that offers a delightful challenge. The game progressively increases in difficulty, providing a refreshing experience for players as they reach higher levels.

UpWard!

Embark on a journey to the stratosphere, the Hubble telescope, the ISS, and even planets. Challenge your friends and climb the global leaderboard. By playing UpWard! once, you won't be able to stop!

▼ ▲

Última versión
6.5

Descargas seguros y gratuitas controladas por UpdateStar

Manténgase al día
con UpdateStar freeware.

Últimas noticias

Últimas reseñas

	VeryDOC PDF To Word Converter Conversión de PDF a Word sin esfuerzo con VeryDOC
	HP LaserJet MFP M129-M134 Basic Device Software Software eficiente y fiable para impresoras HP LaserJet
	Titan FTP Server Transferencia de archivos segura y confiable con el servidor FTP Titan
	ASCII Art Generator Transforma tus imágenes en obras maestras ASCII con facilidad
	Universal File Organizer Agiliza tu vida digital con Universal File Organizer
	Download Accelerator Manager Potencie sus descargas con Download Accelerator Manager

Las descargas más populares

	UpdateStar Premium Edition ¡Mantener su software actualizado nunca ha sido tan fácil con UpdateStar Premium Edition!
	Microsoft Visual C++ 2015 Redistributable Package ¡Aumente el rendimiento de su sistema con el paquete redistribuible de Microsoft Visual C++ 2015!
	Microsoft Edge Un nuevo estándar en la navegación web
	Google Chrome Navegador web rápido y versátil
	Microsoft Visual C++ 2010 Redistributable Componente esencial para ejecutar aplicaciones de Visual C++
	Microsoft Update Health Tools Herramientas de estado de Microsoft Update: ¡asegúrese de que su sistema esté siempre actualizado!