RODE | Codes accompanying the paper RODE : Learning Roles | Machine Learning library

 by   TonghanWang Python Version: Current License: Apache-2.0

kandi X-RAY | RODE Summary

kandi X-RAY | RODE Summary

RODE is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. RODE has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

RODE (ArXiv Link) is a scalable role-based multi-agent learning method which effectively discovers roles based on joint action space decomposition according to action effects. It establishes a new state of the art on the StarCraft multi-agent benchmark. This implementation is written in PyTorch and is based on PyMARL and SMAC.
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            kandi-support Support

              RODE has a low active ecosystem.
              It has 20 star(s) with 10 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 1 have been closed. On average issues are closed in 8 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of RODE is current.

            kandi-Quality Quality

              RODE has no bugs reported.

            kandi-Security Security

              RODE has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              RODE 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

              RODE 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed RODE and discovered the below as its top functions. This is intended to give you an instant insight into RODE implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Log a stat
            • Set the model to the given device
            • Predict for the given observation
            • Run the simulation
            • Check that v is correct
            • Parse slices
            • Update the state of the transition
            • Return a dictionary of environment information
            • Get a logger
            • The main function
            • Print episode time
            • Get config from params
            • Get the size of the player
            • Run the agent
            • Train the critic
            • Calculate the visibility matrix for all agents
            • Run an environment worker
            • Select action based selection
            • Loads the models
            • Select a role from a set of roles
            • Return a list of all unit type ids
            • Selects an action from the schedule
            • Select actions for each agent
            • Select a single role from a set of roles
            • Select a single action for each agent
            Get all kandi verified functions for this library.

            RODE Key Features

            No Key Features are available at this moment for RODE.

            RODE Examples and Code Snippets

            No Code Snippets are available at this moment for RODE.

            Community Discussions

            QUESTION

            Finding the Matching Characters after Pattern in R DataFrame
            Asked 2021-May-15 at 20:38

            I am fairly new to string manipulation, and I am stuck on a problem regarding string and character data in an R dataframe. I am attempting to extract numeric values from a long string after a pattern and then store the result as a new column in my dataframe. I have a fairly large dataset, and I am attempting to get out some useful information stored in a column called "notes".

            For instance, the strings I am interested in always follow this pattern (there is nothing significant about the tasks):

            ...

            ANSWER

            Answered 2021-May-14 at 18:13

            We can use a regex lookaround to match one or more characters that are not a closing square bracket ] after the size=

            Source https://stackoverflow.com/questions/67538940

            QUESTION

            Load/Use static content with springBoot (css/jpg)
            Asked 2020-Aug-09 at 15:48

            I am lost with something 'stupid'. I am building my first spring application and I am trying to access css and jpg ressources files.

            I rode many pages/forum and everyone's answer is "spring uses automatically what is in /static folder" But I fail, and fail and fail again to include css and picture on my page. I tried so many things, now I feel totally lost (it's suppose to be an easy thing to do)

            I use a WebSecurityConfigurerAdapter:

            ...

            ANSWER

            Answered 2020-Aug-09 at 15:48

            Update your code to refer CSS as below and it should work.

            Source https://stackoverflow.com/questions/63328053

            QUESTION

            Extract specific struct field of a decoded column in Spark Dataframe
            Asked 2020-May-12 at 19:55

            I have a decoded column in a spark dataframe that contains JSON data. For example,

            row 1: {'id': 1, 'name': 'Slatan', 'surname': 'Yav', 'age': 24}
            row 2: {'id': 2, 'name': 'Nikos', 'surname': 'Stef', 'age': 34}
            row 3: {'id': 3, 'name': 'Panos', 'surname': 'Rodes', 'age': 44}

            And I want to extract only the "name", "surname", "age" and add them to a Spark data frame.

            My approach

            ...

            ANSWER

            Answered 2020-May-12 at 19:43

            You had the right approach in trying to use from_json, however, your json was not formatted correctly for spark, as you have a MapType with different data type for values(string and integer), therefore, just wrap your integer with quotes using regexp_replace, then use from_json to select your desired columns as shown below.

            Source https://stackoverflow.com/questions/61758875

            QUESTION

            Finding all or none
            Asked 2020-Mar-02 at 08:04

            I have four tables detailing an amusement park and its guests' ride history.

            ...

            ANSWER

            Answered 2020-Mar-02 at 06:28

            You can try this below logic-

            3 is fixed in the query to get category "Kiddie"

            DEMO HERE

            Source https://stackoverflow.com/questions/60483093

            QUESTION

            Access Denied page with headless Chrome on Linux while headed Chrome works on windows using Selenium through Python
            Asked 2019-Dec-13 at 23:42

            I have this code that I'm using on my local machine:

            ...

            ANSWER

            Answered 2019-Dec-13 at 14:25

            Some websites are denying access to headless browsers. On your local machine the browser does not run headless, on the linux machine it does. You can circumvent that by setting a custom user agent:

            Source https://stackoverflow.com/questions/59323836

            QUESTION

            How to make a column go to the next line when it is overflowing the width of the div
            Asked 2019-Dec-13 at 12:48

            I have a menu that is overflowing its container. How can I get the overflowing part to start on a new line and stay in the parent element?

            Example

            This is my HTML structure:

            ...

            ANSWER

            Answered 2019-Dec-13 at 12:48

            By default, CSS flexbox won't allow items to wrap to the next line. But you can choose to allow flex items to wrap by using CSS flex-wrap: wrap; on the flexbox container.

            You could replace the first line in your HTML with:

            After this change your example doesn't look perfect from a design point of view, some of the alignments are off, but I think this is your immediate blocker.

            If you're interested, I highly recommend these resources for learning about CSS flexbox:

            Source https://stackoverflow.com/questions/59322830

            QUESTION

            Scraping text from a within another tag
            Asked 2019-Nov-23 at 13:23

            EDIT: I noticed I mixed up the code from one and the output from another script. Here is the right code with the right output

            ...

            ANSWER

            Answered 2019-Nov-23 at 13:23

            Use find_all to get all tags with class="ingredient" then loop through the result then parse the data as in the code below:

            Source https://stackoverflow.com/questions/59006697

            QUESTION

            Trying to edit string using .replace with Python
            Asked 2019-Oct-22 at 22:40

            I have a string:

            ...

            ANSWER

            Answered 2019-Oct-22 at 22:21

            Strings are immutable, meaning they can't be changed; likewise, this method returns a new string, it does not edit in place. You simply need to assign the code you already have to a variable. You can even assign the output of your code above to the same variable, such that the variable name now points to a different string (i.e. the one you want.)

            Source https://stackoverflow.com/questions/58512957

            QUESTION

            How to assign bit-pattern Z'FEDCBA09' to a 32bit integer
            Asked 2019-Oct-10 at 15:54

            How can I assign the boz-literal-constant Z'FEDCBA09' or any other bit-pattern with the most-significant bit equal to 1 to an integer?

            The standard states:

            INT(A[,KIND]): If A is a boz-literal-constant, the value of the result is the value whose bit sequence according to the model in 16.3 is the same as that of A as modified by padding or truncation according to 16.3.3. The interpretation of a bit sequence whose most significant bit is 1 is processor dependent.

            source: Fortran 2018 Standard

            So the following assignments might fail (assume integer is default 32 bit):

            ...

            ANSWER

            Answered 2019-Oct-10 at 07:46

            The need for -fno-range-check has been removed in what will be gfortran 10.1 when it is released. In 10.1, the bit patterns you have specified will be treated as if they are 32-bit unsigned integers and twos-complement wrap-around semantics are enforced.

            Your first code snippet with a print statement added

            Source https://stackoverflow.com/questions/58308414

            QUESTION

            Every time a new swing windows opens in code that is executed in a for loop
            Asked 2019-Oct-10 at 05:14

            Every time a new swing windows opens in code that is executed in a for loop.

            I have some code that is runned in a for loop. The for loop gives every time a new value to my multidimensional array.

            But, every time my for loop creates open's a new windows but does not close the old window. How can I solve this issues? I want to close the old windows and refresh my window with the new actual values or that only one Windows is opened and that the new values of the for loop refreshes the values inside the table based on the multidimensional array names data.

            Because now more than 200 (every second a new windows is opened) windows are opened and after 1 minute I don’t see new values appearing on my window and the computer freezes.

            ...

            ANSWER

            Answered 2019-Oct-10 at 05:14

            The UappWin seems to be tied to a window. So when you create it, also create a JFrame. Then nothing else would need to change except the run method and declaring the JFrame.

            Source https://stackoverflow.com/questions/58305044

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

            Vulnerabilities

            No vulnerabilities reported

            Install RODE

            Build the Dockerfile using.

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            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 .
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            gh repo clone TonghanWang/RODE

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            git@github.com:TonghanWang/RODE.git

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