snake | Artificial intelligence for the Snake game | Reinforcement Learning library

 by   chuyangliu Python Version: Current License: Apache-2.0

kandi X-RAY | snake Summary

kandi X-RAY | snake Summary

snake is a Python library typically used in Artificial Intelligence, Reinforcement Learning, Unity, Example Codes applications. snake has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

The project focuses on the artificial intelligence of the Snake game. The snake's goal is to eat the food continuously and fill the map with its bodies as soon as possible. Originally, the project was written in C++. It has now been rewritten in Python for a user-friendly GUI and the simplicity in algorithm implementations.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              snake has a medium active ecosystem.
              It has 1495 star(s) with 443 fork(s). There are 108 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 17 have been closed. On average issues are closed in 16 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of snake is current.

            kandi-Quality Quality

              snake has 0 bugs and 14 code smells.

            kandi-Security Security

              snake has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              snake code analysis shows 0 unresolved vulnerabilities.
              There are 2 security hotspots that need review.

            kandi-License License

              snake is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              snake releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              snake saves you 1029 person hours of effort in developing the same functionality from scratch.
              It has 2337 lines of code, 179 functions and 34 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed snake and discovered the below as its top functions. This is intended to give you an instant insight into snake implemented functionality, and help decide if they suit your requirements.
            • Run the game
            • Run benchmarks
            • Main entry point
            • Update the direc
            • Find next direc
            • Returns the path to the given point
            • Return the value at the given point
            • Determines if the table is full
            • Build the graph
            • Builds the network
            • Apply filters to q_all
            • Plot the learning loss
            • Plot the average
            • Build cycle table
            • Make a bar plot
            • Load history
            • Loads the model
            • Return the next direc
            • Plot a single histogram
            • Add decorations for learn_step
            Get all kandi verified functions for this library.

            snake Key Features

            No Key Features are available at this moment for snake.

            snake Examples and Code Snippets

            Snake ...,Options
            Rustdot img1Lines of Code : 15dot img1License : Permissive (MIT)
            copy iconCopy
            $ rs_snake --help
            snake 0.3.0
            Author: baurst
            Classic snake game for your terminal
            
            USAGE:
                rs_snake [FLAGS]
            
            FLAGS:
                -e, --easy                sets difficulty to easy
                -h, --hard                sets difficulty to hard
                    --help           
            SNAKE: Shape-aware Neural 3D Keypoint Field,Installation
            Pythondot img2Lines of Code : 9dot img2License : Permissive (MIT)
            copy iconCopy
            conda create --name SNAKE python=3.7
            conda activate SNAKE
            
            # CUDA >= 11.0
            pip install -r requirements_cu11.txt 
            pip install torch-scatter==2.0.9
            # CUDA < 11.0
            pip install -r requirements_cu10.txt 
            pip install torch-scatter==2.0.4
            
            python setup.  
            SNAKE: Shape-aware Neural 3D Keypoint Field
            Pythondot img3Lines of Code : 8dot img3License : Permissive (MIT)
            copy iconCopy
            @misc{zhong2022snake,
              author={Zhong, Chengliang and You, Peixing and Chen, Xiaoxue and Zhao, Hao and Sun, Fuchun and Zhou, Guyue and Mu, Xiaodong and Gan, Chuang and Huang, Wenbing},
              title={SNAKE: Shape-aware Neural 3D Keypoint Field},
              year={20  
            Create a snake .
            javascriptdot img4Lines of Code : 92dot img4License : Permissive (MIT License)
            copy iconCopy
            function Snake(board, speed, head) {
                this.head = head;
                this.tail = head;
                this.cells = [head];
                this.board = board;
            
                var $snake = this;
                this.start = function () {
                    addClass(document.getElementById(cellId(head.row, head.co  
            Check if the snake triangle is in the game .
            pythondot img5Lines of Code : 14dot img5License : Permissive (MIT License)
            copy iconCopy
            def check_collisions(snake):
            
                x, y = snake.coordinates[0]
            
                if x < 0 or x >= GAME_WIDTH:
                    return True
                elif y < 0 or y >= GAME_HEIGHT:
                    return True
            
                for body_part in snake.coordinates[1:]:
                    if x == body_  
            Converts an identifier to snake case .
            javadot img6Lines of Code : 12dot img6License : Permissive (MIT License)
            copy iconCopy
            private Identifier convertToSnakeCase(final Identifier identifier) {
                    if (identifier == null) {
                        return identifier;
                    }
            
                    final String regex = "([a-z])([A-Z])";
                    final String replacement = "$1_$2";
                    final   

            Community Discussions

            QUESTION

            How does this Zebra solution in prolog work?
            Asked 2021-Jun-14 at 21:51
            zebra_owner(Owner) :-
                houses(Hs),
                member(h(Owner,zebra,_,_,_), Hs).
            
            water_drinker(Drinker) :-
                houses(Hs),
                member(h(Drinker,_,_,water,_), Hs).
            
            
            houses(Hs) :-
                length(Hs, 5),                                            %  1
                member(h(english,_,_,_,red), Hs),                         %  2
                member(h(spanish,dog,_,_,_), Hs),                         %  3
                member(h(_,_,_,coffee,green), Hs),                        %  4
                member(h(ukrainian,_,_,tea,_), Hs),                       %  5
                adjacent(h(_,_,_,_,green), h(_,_,_,_,white), Hs),         %  6
                member(h(_,snake,winston,_,_), Hs),                       %  7
                member(h(_,_,kool,_,yellow), Hs),                         %  8
                Hs = [_,_,h(_,_,_,milk,_),_,_],                           %  9
                Hs = [h(norwegian,_,_,_,_)|_],                            % 10
                adjacent(h(_,fox,_,_,_), h(_,_,chesterfield,_,_), Hs),        % 11
                adjacent(h(_,_,kool,_,_), h(_,horse,_,_,_), Hs),              % 12
                member(h(_,_,lucky,juice,_), Hs),                         % 13
                member(h(japanese,_,kent,_,_), Hs),                       % 14
                adjacent(h(norwegian,_,_,_,_), h(_,_,_,_,blue), Hs),          % 15
                member(h(_,_,_,water,_), Hs),       % one of them drinks water
                member(h(_,zebra,_,_,_), Hs).       % one of them owns a zebra
            
            adjacent(A, B, Ls) :- append(_, [A,B|_], Ls).
            adjacent(A, B, Ls) :- append(_, [B,A|_], Ls).
            
            ...

            ANSWER

            Answered 2021-Jun-14 at 21:46

            The houses list Hs is not empty at all, ever. It is created right at the very beginning with

            Source https://stackoverflow.com/questions/67975434

            QUESTION

            How do I make a condition to execute a command once an element of numPy array achieves a certain value?
            Asked 2021-Jun-10 at 17:11

            I'm creating a machine-learning program to recognize images that are shown on webcam. I've used Google Teachable Machine to generate the model and it works fine.

            The matter I'm having issues with is printing the results of a prediction array, when an element of this array achieves a certain value (if it's equal to or more than 0.9 for an element, print a specific message).

            Let's say when element prediction[0] >= 0.9 I want to execute print("Up") as it recognizes the image of an arrow facing up or if element prediction[1] >= 0.9 I'd do a print("Down") etc.

            But when I try do that using the if statement I am presented with a

            ...

            ANSWER

            Answered 2021-Jun-10 at 17:11

            The problem is that your prediction has an "incorrect" shape when you're trying to check for each of the values. The following illustrates this:

            Source https://stackoverflow.com/questions/67924979

            QUESTION

            How to dynamically infer return type from the argument object?
            Asked 2021-Jun-08 at 15:24

            I am trying to build a strictly typed factory for my TS project and having issues figuring out if it is possible to automatically infer a schema from the passed argument.

            ...

            ANSWER

            Answered 2021-Jun-08 at 15:23

            You should narrow References type instead of declaring it explicitly:

            Source https://stackoverflow.com/questions/67889499

            QUESTION

            How to assign a value to an array inside a structure using pointer arithmetic?
            Asked 2021-Jun-07 at 11:10
             typedef struct TILE{
             char p[4];
             char ladder,snake;
             char end;
             int boardLoc;
             struct TILE *pointer;
             }tile;
            
            tile *myTable = (tile*) calloc(row*col,sizeof(tile));
            
            //This code works (using brackets [])
            (myTable+90)->p[0] = 'a';
            (myTable+90)->p[1] = 'b';
            (myTable+90)->p[2] = 'c';
            (myTable+90)->p[3] = 'd';
            
            //This code does not work (using pointer arithmetic)
            *(myTable+90).(*(p+0)) = 'a';
            *(myTable+90).(*(p+1)) = 'b';
            *(myTable+90).(*(p+2)) = 'c';
            *(myTable+90).(*(p+3)) = 'd';
            
            //This code does not work either (arrow operator and pointer arithmetic to access array)
            (myTable+90)->(*(p+0)) = 'a';
            (myTable+90)->(*(p+1)) = 'b';
            (myTable+90)->(*(p+2)) = 'c';
            (myTable+90)->(*(p+3)) = 'd';
            
            ...

            ANSWER

            Answered 2021-Jun-07 at 11:10

            The following are all equivalent:

            Source https://stackoverflow.com/questions/67870321

            QUESTION

            How to remove turtle list in an effective way
            Asked 2021-Jun-06 at 07:35

            I'm doing a snake game in a way of attaching turtles together and move each of them individually each time. Let's say we have a white snake on a black screen which consists of multiple adjacent 'square' turtles. If the snake move and hit the wall, it should be removed. So what's the best way to do it? Loop through all segments and use hideturtle() to hide each turtle element? Or simply move every segment out of the screen.

            ...

            ANSWER

            Answered 2021-Jun-06 at 07:35

            The simplest way would be when the brick moves and hits the wall it has each segment be set to invisible. These can all be cleaned up or removed at an intermediary screen like a play again/etc

            Source https://stackoverflow.com/questions/67856647

            QUESTION

            How can I resolve "The argument type 'Object?' can't be assigned to the parameter type 'String'.dart(argument_type_not_assignable)"?
            Asked 2021-Jun-05 at 20:09

            I am trying to access the values of questionText from questions. When I am trying to extract String values from a map, the following error is displayed on Flutter. (The code is written in Dart):

            The argument type 'Object?' can't be assigned to the parameter type 'String'.dart(argument_type_not_assignable)

            Error:

            This is my main.dart file:

            ...

            ANSWER

            Answered 2021-Jun-05 at 20:09

            You need to let dart know the type of questions[_questionIndex]['questionText']

            Try this:

            Change questions[_questionIndex]['questionText']

            to questions[_questionIndex]['questionText'] as String

            In the error line

            Source https://stackoverflow.com/questions/67853012

            QUESTION

            @freezed copyWith missing with sealed classes
            Asked 2021-Jun-05 at 10:51

            In the following snippet the state.copyWith function is not available.

            ...

            ANSWER

            Answered 2021-Jun-05 at 10:51

            Only properties that are common to all constructors will generate a copyWith method, as mentioned in the README docs.

            Source https://stackoverflow.com/questions/67848400

            QUESTION

            Saving high scores of a game to a file and then accessing them, how?
            Asked 2021-Jun-01 at 20:11

            I want to save all the scores of my game (a simple snake game) to a file and then read all the scores. Problem is, i dont know how to save them without knowing how many there will be.

            ...

            ANSWER

            Answered 2021-Jun-01 at 20:11

            From what you describe, what you want is:

            1. open the file for writing
            2. write to the file
            3. be done with writing to the file
            4. open the file for reading
            5. read from the file
            6. be done with reading form the file.

            So your code should reflect that sequence!

            The key point is that you are ever only reading or writing from the file at any given moment, so the ifstream and the ofstream should never exist at the same time!

            There's a few ways to go about that, but the simplest is to use functions to isolate them. Here's what that would look like in your case:

            Source https://stackoverflow.com/questions/67795012

            QUESTION

            Class variable not mutating in JS
            Asked 2021-May-30 at 20:27

            I'm trying to build a simple JS snake game using classes. I've ran into a problem in which a variable declared in the constructor does not change. Here's my code:

            ...

            ANSWER

            Answered 2021-May-30 at 20:27
                document.addEventListener("keydown", this.changeDirection());
            

            Source https://stackoverflow.com/questions/67765493

            QUESTION

            ncurses linked list not showing in screen
            Asked 2021-May-29 at 07:52

            i made a linked list and filled it with 4 "#" characters, i wanted to print them in screen with the ncurses library because i'm trying to make a snake game but idk why it doesn't print, here's the code:

            ...

            ANSWER

            Answered 2021-May-29 at 07:48

            Your programs have several bugs, I have fixed them. The most serious is that your code cannot be compiled in C++. If it's intended to build it under C++, you need to fix the compile errors at first.

            1. newPiece = malloc(sizeof(struct snake));, need a convertion here: newPiece = (snake *)malloc(sizeof(struct snake));, generally it's not recomended to use malloc in c++, it's more naturally to use new

            2. first = addNewPiece("#"); Pass string literal as char argument, need to pass a character here.

            3. mvwprintw(win, y, x, t);, you have misunderstand the API, should be fixed as mvwprintw(win, y, x, "%c", t->piece);, you need to see the document before use a library API to see what types of arguments it expects

            4. You forget to refresh the screen after printing the screen!

            5. You haven't increment the index in for loop, it's an infinite loop.

            Your code is somewhat c style, if you are trying to write with C++, it needs to be refactored, some suggestions:

            • use std::vector to store the snake body, then we don't need to manage the memory by hand. And avoid the error-prone linked list processing. Then most part of your code can be simplified.
            • Use a logging library and print logs to help to debug

            The fixed code should work, I get a vertical snake on my console.

            Source https://stackoverflow.com/questions/67714389

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install snake

            Requirements: Python 3.5+ (64-bit) with Tkinter installed.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/chuyangliu/snake.git

          • CLI

            gh repo clone chuyangliu/snake

          • sshUrl

            git@github.com:chuyangliu/snake.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link

            Consider Popular Reinforcement Learning Libraries

            Try Top Libraries by chuyangliu

            jumble

            by chuyangliuC++

            tastylib

            by chuyangliuC++

            tastysnake

            by chuyangliuJava

            dcell

            by chuyangliuPython

            rawkv

            by chuyangliuGo