Experience the pinnacle of AI and endgame generation with our 2048 tablebase generator, the fastest and most space-efficient solution available. Outperforming its contemporaries, this AI boasts the highest success rates for 32k and 65k challenges, approaching theoretical limits.
success rate of getting a 2048 in 12 space (32k endgame)
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Highly Optimized Generator: A robust endgame generator delivering unmatched speed and efficiency.
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Effective Training Interface: Includes a user-friendly GUI that aids players in training and enhancing their skills.
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Advanced Algorithms: Advanced algorithms and compressed file formats are built-in to support the computation of extremely large tables.
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Resource Requirements: Ensure 32-128GB of virtual memory is available for processing large tables such as free11w_1024.
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Patience Required: All functions are highly optimized, yet require patience during initial use.
- Get started
- Open main.exe or run main.py
- Wait for the program to start
- Take note of the help documentation
- Calculate your first table:
- Go to Settings
- Select a pattern, e.g. L3-512-0
- Specify a save path, e.g. F:/L3_512_0
- Choose whether to compress the data
- Click Build to initiate the calculation
- View your first table:
- Go to Practise
- From the upper left menu bar, select a pattern, e.g. L3-512-0
- Enter a file path where the table is saved, e.g. Q:/L3_512_0
- Check the Show checkbox to view success rates
- Click Default to display the initial positions
- Wait for the success rates to show
- Find the optimal moves:
- Try rotating the board with UD RL R90 L90
- Try to perform the optimal move with ONESTEP
- Try Demo for continuous moves
- Try to record a game demo (do not make your moves during this recording)
- Try setting up the board using the provided tiles
- Real-time Training:
- Go to Test
- Select a pattern from the upper left menu bar, e.g. L3-512-0
- Execute what you consider the best move within the formation (wasd or ↑↓←→)
- Utilize the real-time analytics on the right-hand side to imporve your skills
- Click Save Logs to keep a record of your game analysis
- Enjoy the AI：
- You will need 10TB+ space and 128GB+ RAM
- Calculate tables used by the AI in Settings
- Go to Game
- Click New Game to start a new game
- Enable the AI by clicking the AI: ON button and watch the AI play
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This AI reaches the 65536 tile 8.4% (±1.6%) of the time and the 32768 tile 86.1% (±2.0%) of the time without undos.
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The following table gives the AI performance statistics and success rates by stage
search depth games avg score median score moves/s 1~9 adaptive 1200 772353 819808 11 milestone success rate comparable score 8k 100% 97000 16k 99.9% 210000 32k 86.1% 453000 32k+16k 72.8% 663000 32k+16k+8k 61.8% 760000 32k+16k+8k+4k 53.3% 804000 final 2k 46.3% 824000 65k 8.4% 971000
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The tables used by the AI are
- free12w-2048
- free11w-2048
- 4442f-2048
- free11w-512
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The following table shows how often each table is used.
Search free12w-2k free11w-2k 4442f-2k free11w-512 26.49% 13.38% 1.41% 51.50% 7.22%