2048 (3×3, 4×4, 5×5) AI
Experience one of the top-rated Free games on the App Store, 2048 (3×3, 4×4, 5×5) AI! Developed by the innovative team at Jinyang Tang, this Utilities game provides a unique gaming experience like no other. With a content rating of 4+, it’s perfect for a wide range of players. Since its initial release on 18th June 2020, the game has seen numerous updates, with the latest version launched on 26th September 2023.
Are you a fan of Utilities, Casual, or Puzzle games? Then 2048 (3×3, 4×4, 5×5) AI is right up your alley! You won’t be able to resist its appeal.
User Ratings of 2048 (3×3, 4×4, 5×5) AI
Over 349 players have rated 2048 (3×3, 4×4, 5×5) AI. Join them and share your thoughts!
How Much Does 2048 (3×3, 4×4, 5×5) AI Cost?
Good news! You can download 2048 (3×3, 4×4, 5×5) AI on your iOS device absolutely free!
2048 (3×3, 4×4, 5×5) AI Release Date
Eager to know when 2048 (3×3, 4×4, 5×5) AI first graced the App Store? It was launched on 18th June 2020.
When Was 2048 (3×3, 4×4, 5×5) AI Last Updated?
The latest version of 2048 (3×3, 4×4, 5×5) AI was updated on 26th September 2023, ensuring a more enjoyable gaming experience for all players.
Where Can I Download 2048 (3×3, 4×4, 5×5) AI?
To get started with 2048 (3×3, 4×4, 5×5) AI, head over to the official Apple App Store.
A Glimpse into 2048 (3×3, 4×4, 5×5) AI
Classic 2048 puzzle game redefined by AI.
Our 2048 is one of its own kind in the market. We leverage multiple algorithms to create an AI for the classic 2048 puzzle game.
- Redefined by AI *
We created an AI that takes advantage of multiple state-of-the-art algorithms, including Monte Carlo Tree Search (MCTS) [a], Expectimax [b], Iterative Deepening Depth-First Search (IDDFS) [c] and Reinforcement Learning [d].
(a) Monte Carlo Tree Search (MCTS) is a heuristic search algorithm introduced in 2006 for computer Go, and has been used in other games like chess, and of course this 2048 game. Monte Carlo Tree Search Algorithm chooses the best possible move from the current state of game’s tree (similar to IDDFS).
(b) Expectimax search is a variation of the minimax algorithm, with addition of "chance" nodes in the search tree. This technique is commonly used in games with undeterministic behavior, such as Minesweeper (random mine location), Pacman (random ghost move) and this 2048 game (random tile spawn position and its number value).
(c)Iterative Deepening depth-first search (IDDFS) is a search strategy in which a depth-limited version of DFS is run repeatedly with increasing depth limits. IDDFS is optimal like breadth-first search (BFS), but uses much less memory. This 2048 AI implementation assigns various heuristic scores (or penalties) on multiple features (e.g. empty cell count) to compute the optimal next move.
(d) Reinforcement learning is the training of ML models to yield an action (or decision) in an environment in order to maximize cumulative reward. This 2048 RL implementation has no hard-coded intelligence (i.e. no heuristic score based on human understanding of the game). There is no knowledge about what makes a good move, and the AI agent "figures it out" on its own as we train the model.
References:
[a] https://www.aaai.org/Papers/AIIDE/2008/AIIDE08-036.pdf
[b] http://www.jveness.info/publications/thesis.pdf
[c] https://cse.sc.edu/~MGV/csce580sp15/gradPres/korf_IDAStar_1985.pdf
[d] http://rail.eecs.berkeley.edu/deeprlcourse/static/slides/lec-8.pdf
What’s New in the Latest Update?
Find out what’s new in the latest version of 2048 (3×3, 4×4, 5×5) AI updated on 26th September 2023:
Some bug fixes.
User Reviews on 2048 (3×3, 4×4, 5×5) AI
Looking for more information? Read a comprehensive review of 2048 (3×3, 4×4, 5×5) AI below:
You are the best in making applications and games.
Dont be fooled by the title of the app, there is more than just 2048 on this app, from mini games to other apps entirely. 6/5 stars, this is clearly a labor of love.
We’ve been playing for a very long time now, we loved the game before and after the update. The only problem we have with the update, is that there are too many ads. We dont usually pay for in app purchases, but if there was one to remove ads, we would buy it.
This app was great when the ad was at the beginning. Now we get an ad every 2 to 3 minutes which at least for us, makes it to annoying to continue to play. Edit: we appreciate the developer response, unfortunately it seems like the ads have increased. We’ve had to stop using this app completely. Edit: Decided to give this game another try after the dev reached out to say the amount of ads would decrease. Our fault for giving them another chance, the ads have doubled since our last review. 0 stars.
Enjoyed this version of the game for a long time but the ads now pause and interrupt the gameplay constantly. Not worth it anymore.
So many fun games on it (storage efficient for me)!! And other cool features DOWNLOAD NOW.
Goddamn.. This app is a big surprise for us. Totally liked this. It has many apps inside it. Purely an innovation.
Bruh we thought we were downloading just 2047 but seeing that it came with so much more made downloading it such a great idea.
This app has a good number of basic games that are fun and relaxing. And every so often they add more games, which keeps it interesting. We like using it before bed, to take our mind off stuff so we can sleep.
As long as you dont mind the sales pitches between games its a pretty fun collection. There is a sub section of built-in apps that are useable in certain situations (tip calculator, metric conversions, etc.) with indications more will be added.
We really enjoy playing this game. The only problem is there is a lot of adds. We get a add almost every time we lose and it gets frustrating. But we love the games they are fun to play and we love 2048 and the arrow game. We think that they need to reduce the adds but this is probably the most played game we have.
We keep clearing a board and it tells us there is another block left, yet there isnt. We hav pics to prove it. Please fix.
We downloaded this game because it sounded interesting and possibly fun. Unfortunately, we were unable to find any instructions as to how to do it and even attempting to enter something in one of the grids was unsuccessful. So we deleted the game.
Cant stop playing. One of the best 2048 game we have ever played. Super fun and addictive.