Romi Lite is an Android Card app developed by Patrick Roy and published on the Google play store. It has gained around 500000 installs so far, with an average rating of 3.0 out of 5 in the play store.
Romi Lite requires Android with an OS version of 4.0.3 and up. In addition, the app has a content rating of Everyone, from which you can decide if it is suitable to install for family, kids, or adult users. Romi Lite is an Android app and cannot be installed on Windows PC or MAC directly.
Android Emulator is a software application that enables you to run Android apps and games on a PC by emulating Android OS. There are many free Android emulators available on the internet. However, emulators consume many system resources to emulate an OS and run apps on it. So it is advised that you check the minimum and required system requirements of an Android emulator before you download and install it on your PC.
Download Rummikub Score Timer and enjoy it on your iPhone, iPad and iPod touch. The original Rummikub score timer makes your Rummikub experience much more comfortable. Stop using Stoppers, pencils and papers and get a tailor made game management solution for a perfect Rummikub game: Enter player's names Set a timer Add rounds and finish a. Download and install Rummikub v4.3.33 for Android. To install Rummikub on your Smartphone, you will need to download this Android apk for free from this. Rummikub is a classic tile-based game. To play, you must arrange the tiles in groups and runs. The first player to discard all of their tiles wins the game.
Below you will find how to install and run Romi Lite on PC:
- Firstly, download and install an Android emulator to your PC
- Download Romi Lite APK to your PC
- Open Romi Lite APK using the emulator or drag and drop the APK file into the emulator to install the app.
- If you do not want to download the APK file, you can install Romi Lite PC by connecting your Google account with the emulator and downloading the app from the play store directly.
If you follow the above steps correctly, you should have the Romi Lite ready to run on your Windows PC or MAC. In addition, you can check the minimum system requirements of the emulator on the official website before installing it. This way, you can avoid any system-related technical issues.
Introduction
In this project we've implemented a Rummikub playing robot to simulate a worthy opponent to a human player. Because taking all game parameters into account was far too much for one project, we've mainly focused on finding as many legal moves as possible and selecting the (hopefully) best one, based on rough heuristics.
Approach and Method
Rummikub is a hard problem.
- Amount of possible moves in a turn is exponential in the amount of tiles on the rack.
- Recognizing a legal move may be very complicated.
- Joker tiles can replace any tile and increase the possibilities to check even more.
- Not limited to a single opponent, possibly up to 3.
- Hidden information and probability.
Considering all of the above would be too computationally expensive. Thus, we've focused on finding as many legal moves as possible using either BFS or A*, and selecting the best one based on three play styles:
- Smart: Evaluating each move on several parameters, such as keeping the jokers to the end, extracting partial sets either both tiles at once or keep both on the rack, not creating 4-tile group sets, etc. More details on this are in the report.
- Greedy: Extracting as many tiles as possible, a strategy that mimics a naive player.
- Random: Selecting a random move and making it.
Rummikub is based largely on skill but a degree of luck is involved. Therefore, we could not expect a 100% winning rate from the smart robot, but to win at least half the games, preferably around 50% against a skilled player and around 70% against an average player.
Finding legal moves:
The idea is to traverse the rack, extract a single tile in each iteration and try to resolve the board into a legal state by moving tiles on the board and/or extracting additional tiles:
For each tile on the rack, extract it. While the board isn't in legal state, get the shortest illegal set and try to resolve it:
- Check if its tile(s) can be concatenated with another set.
- Check what tiles among those present on the board and rack can be added to its sides.
- Try splitting it if it consists 2 tiles.
Push the results to the queue, get another board configuration from it and try to resolve again.
An admissible heuristic function of h(n)=#(illegal sets)/2 is used in the A* search.
Results
Vlc Download For Mac
Our experiments compare two robots of different configurations, playing against each other for 10 games. The first experiment checks the amount of moves found by A* and BFS, on average per turn:
Each search method was better in half the games, but A* gave the best cumulative result: while sometimes BFS was better, in other times A* was much better.
The next experiments compared the smart robot against other types of robots and a human player, to check if its move evaluation makes sense. The results are:
- Against a greedy robot: 70% winning rate.
- Against a random robot: 80% winning rate.
- Against a human player: 67% winning rate.
Rummikub App Game
Conclusions
Rummikub Download For Mac
The smart robot wins more than half the games against a human player, exact winning rate depends on the player's skill. Luck also plays a large role in this game, so expecting an invincible robot would be absurd. Overall, we're satisfied with the results and with the experience of playing against the Robokubs.
Additional Information
- Game rules from the official game website. Speaking of which, comparing the two versions and giving us feedback would be appreciated :)
- A video demonstrating a possible gameflow, against human players.
- Download the game: .EXE (for Windows) .JAR (for Linux, Mac)
Downloader For Mac
References
No additional references apart from the lecture slides about A* and BFS.