MARL | agent reinforcement learning algorithm reproduction

 by   thesouther Python Version: Current License: No License

kandi X-RAY | MARL Summary

kandi X-RAY | MARL Summary

MARL is a Python library. MARL has no bugs, it has no vulnerabilities and it has low support. However MARL build file is not available. You can download it from GitHub.

Multi-agent reinforcement learning (MARL) algorithm reproduction, including QMIX, VDN, QTRAN, MAVEN, etc.
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              MARL has a low active ecosystem.
              It has 116 star(s) with 19 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 8 open issues and 1 have been closed. On average issues are closed in 3 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of MARL is current.

            kandi-Quality Quality

              MARL has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              MARL does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              MARL releases are not available. You will need to build from source code and install.
              MARL has no build file. You will be need to create the build yourself to build the component from source.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MARL and discovered the below as its top functions. This is intended to give you an instant insight into MARL implemented functionality, and help decide if they suit your requirements.
            • Train the game
            • Generate an episode
            • Get inputs
            • Choose an action for each agent
            • Compute q - values for each episode
            • Generate curves and plot curves
            • Get the storage index
            • Store an episode
            • Returns the maximum number of episodes in the batch
            • Evaluate a workflow worker
            • Train the model
            • Save the model
            • Set environment variables
            • Sample from the current buffer
            Get all kandi verified functions for this library.

            MARL Key Features

            No Key Features are available at this moment for MARL.

            MARL Examples and Code Snippets

            No Code Snippets are available at this moment for MARL.

            Community Discussions

            QUESTION

            How to combine/merge dataframes by approximate values of a column?
            Asked 2021-May-31 at 21:04

            This is an example of a bigger data. Imagine I have two dataframes like these:

            ...

            ANSWER

            Answered 2021-May-31 at 18:15

            QUESTION

            RowSums for only certain rows by position dplyr
            Asked 2021-May-21 at 20:43

            I have a dataframe with dates that will be changing as some column names. I want this added on to the end as a new column. I need a count of the number in each row that is NA. I'd ideally like to do this in dplyr, and it's originally coming from a SQL server so I'm using dbplyr as the beginning of the dataframe. Reproduction of the DF is below.

            ...

            ANSWER

            Answered 2021-May-21 at 20:43

            FYI, your reproducible example is a grouped dataframe, that's why I passed it to ungroup first. If it weren't a grouped dataframe then you do not need that pipe.

            Source https://stackoverflow.com/questions/67643545

            QUESTION

            listview.builder doesnt works with scrollDirection: Axis.horizontal
            Asked 2021-May-08 at 17:47

            This is my HomePage.dart in which I am trying to display list of products horizontally but when I set scrollDirection: Axis.horizontal the entire screen turns white, I have used hero widget for some details page and thats why I have created widget buidItem. please help I am badly stuck at this I also tried signleChildScrollView but that didnt work too.

            ...

            ANSWER

            Answered 2021-May-08 at 10:47

            Wrap your ListView.Builder() inside an Expanded widget. Everytime you have a growing widget e.g. ListView or GridView insdie a Row or Column this error will come. The fix is either to provide a fixed width or wrap it under a Expanded widget.

            Check this link for more: https://stackoverflow.com/a/57132247/3197387

            Source https://stackoverflow.com/questions/67446632

            QUESTION

            How to delete everything after a dash and put the remaining text on 4 characters in DAX?
            Asked 2021-May-06 at 19:02

            I have in Visual Studio a table Y2_Sales which contains a column "color" with values like this :

            ...

            ANSWER

            Answered 2021-May-06 at 19:02

            This is easier in the Query Editor. You can define a custom column as

            Source https://stackoverflow.com/questions/67413945

            QUESTION

            Count unique elements within nested object array
            Asked 2020-Oct-06 at 23:37

            I need to find a fast and efficient way to count the number of distinct skus in this array by production date and the total number of times they are repeated please:-

            ...

            ANSWER

            Answered 2020-Oct-06 at 22:28

            Not sure if this is the best code-snippet for this problem, btw it solves the problem :)

            1. We map on the array to access the nested objects :

            Source https://stackoverflow.com/questions/64234279

            QUESTION

            How to find if HTML elements EXIST by ID and input different CONTENT
            Asked 2020-Jul-13 at 08:44

            Thanks in advance for your help.

            I have 50 webpages and each page contains several products-elements from the following list:

            ...

            ANSWER

            Answered 2020-Jul-13 at 08:24

            Just loop and test.

            Solution if you have less spans than data

            Source https://stackoverflow.com/questions/62871844

            QUESTION

            Accessing attributes/nodes in XML
            Asked 2020-May-19 at 15:41

            I have some XML that I am trying to read then write specific information to the console, my XML file is located at https://aaronlilly.github.io/demo/demo.xml

            or also listed here:

            ...

            ANSWER

            Answered 2020-May-18 at 20:19

            You could use XmlDocument.GetElementsByTagName to get the callCenterDetails elements, and access their child elements using the XmlNode indexer. Here is an example:

            Source https://stackoverflow.com/questions/61876419

            QUESTION

            Split coefficients in different table columns with stargazer
            Asked 2020-Apr-29 at 10:31

            My model output features 32 coefficients. I want them displayed all in one table and came up with the idea to show 16 coeffients in one column respectively with their inherent estimates and p-values. Is there any way to slice the model output or tell stargazer to split the output into different columns?

            ...

            ANSWER

            Answered 2020-Apr-29 at 08:13

            Stargazer gives you the option to manually supply a list of coefficients and respective standard errors. You can "trick" stargazer with passing in two models, and then manually pass the coefficients. This works out well because stargazer matches coefficients of different models by name. The downside is that you need to run a "fake regression", and you need to adjust obs, rsquared etc. However, you can easily extract the required information and add it to the table with add.lines.

            This is the end result of running a regression with binary indicators for home and opposite team, and reporting the coefficients in two columns:

            Code:

            Source https://stackoverflow.com/questions/61481862

            QUESTION

            extract text from HTML in a .txt Python BeautifulSoup
            Asked 2020-Apr-08 at 00:56

            I just started programming for my job and I am stuck on something. I looked online before but none of the answers seemed to work. I am using BeautifulSoup but Im open to using something else. Thank you so much!

            I am trying to extract the names in

            names So far I have

            ...

            ANSWER

            Answered 2020-Apr-07 at 21:10

            You can find the div and then get the text:

            Source https://stackoverflow.com/questions/61089408

            QUESTION

            First Apache Server, Webpage Images Missing
            Asked 2020-Feb-26 at 00:25

            I just built my first AWS Apache Server and uploaded my website from my school project. The site works in Dreamweaver. However on my Apache server only some of the images appear. They all have the same path and are contained in the same folder /var/www/html/images. Some appear as intended, others are a broken link. Any ideas why it's not working? To get css to load I had to move my css folder. With the images some work fine while others do not. They are roughly the same size files. This is the code for one of the non working images:

            ...

            ANSWER

            Answered 2020-Feb-26 at 00:25

            I found that the file extension on some of the pictures was capitalized. These pictures wouldn't load until I changed .JPG to .jpg.

            Source https://stackoverflow.com/questions/60216988

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

            Vulnerabilities

            No vulnerabilities reported

            Install MARL

            You can download it from GitHub.
            You can use MARL like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            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 .
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            https://github.com/thesouther/MARL.git

          • CLI

            gh repo clone thesouther/MARL

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            git@github.com:thesouther/MARL.git

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