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

Huan Lin – Freeware – iOS
uit 376 stemmen

Laatste versie
6.5 Veilig te installeren

Dit is geen downloadformulier!

De UpdateStar programma database wordt bijgehouden door gebruikers, voor gebruikers.
Met uw steun kunt u helpen om de software van alle andere gebruikers actueel te houden. Vul alle velden in die onjuist of achterhaald zijn. We zullen uw bijdrage zo spoedig mogelijk controleren en beoordelen.
Wij danken u voor uw steun aan UpdateStar!

Titel:

Categorie:

Vereisten:

Android

iOS

Windows

Mac

Linux

Licentie:

Uitgever:

Uitgever URL:

Beschrijving:

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>

Labels:

Korte beschrijving:

Geïnstalleerde versie onbekend?

Huidige versie:

Download URL:

Directe download URL:

Koop URL:

Pictogram URL:

Schermafbeelding 1 URL:

Schermafbeelding 2 URL:

Schermafbeelding 3 URL:

Schermafbeelding 4 URL:

PAD-bestand URL:

Opmerking:

Uw e-mailadres:

Nieuwsbrief:

Voer uw e-mailadres in zodat wij u kunnen bereiken indien we vragen hebben over uw bijdrage. Wij zullen uw e-mailadres nooit delen met derden.

Schermafbeeldingen (Klik om te vergroten)

Aanverwante producten

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!

▼ ▲

Laatste versie
6.5

Veilige en gratis downloads, gecontroleerd door UpdateStar

Blijf actueel
met UpdateStar freeware.

Laatste nieuws

Recente beoordelingen

	AV Voice Changer Diamond Transformeer uw stem moeiteloos met AV Voice Changer Diamond
	Mil Shield Beveilig uw digitale omgeving met Mil Shield
	Check Writer Basic Moeiteloos cheques schrijven met Check Writer Basic
	Artistic Effects Verander uw foto's met gemak in artistieke meesterwerken!
	Pics Print Moeiteloos foto's afdrukken met Pics Print
	O&O FormatRecovery Efficiënt gegevensherstel met O&O FormatRecovery

Meest populaire downloads

	UpdateStar Premium Edition Uw software up-to-date houden is nog nooit zo eenvoudig geweest met UpdateStar Premium Edition!
	Microsoft Visual C++ 2015 Redistributable Package Verbeter de prestaties van uw systeem met Microsoft Visual C++ 2015 Redistributable Package!
	Microsoft Edge Een nieuwe standaard in surfen op het web
	Google Chrome Snelle en veelzijdige webbrowser
	Microsoft Visual C++ 2010 Redistributable Essentieel onderdeel voor het uitvoeren van Visual C++-toepassingen
	Microsoft Update Health Tools Microsoft Update Health Tools: zorg ervoor dat uw systeem altijd up-to-date is!