A2C | An Advantage Actor Critic Network for Continuous Control | Reinforcement Learning library

 by   qiaochen Python Version: Current License: Unlicense

kandi X-RAY | A2C Summary

kandi X-RAY | A2C Summary

A2C is a Python library typically used in Artificial Intelligence, Reinforcement Learning, Deep Learning applications. A2C has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However A2C build file is not available. You can download it from GitHub.

An Advantage Actor Critic Network for Continuous Control
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            kandi-support Support

              A2C has a low active ecosystem.
              It has 5 star(s) with 2 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              A2C has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of A2C is current.

            kandi-Quality Quality

              A2C has 0 bugs and 0 code smells.

            kandi-Security Security

              A2C has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              A2C code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              A2C is licensed under the Unlicense License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              A2C releases are not available. You will need to build from source code and install.
              A2C has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed A2C and discovered the below as its top functions. This is intended to give you an instant insight into A2C implemented functionality, and help decide if they suit your requirements.
            • Execute a single action
            • Flatten an array
            • Generates a single step input
            • Creates a new UnityInput object from the given rl_input
            • Reset learning parameters
            • Return configuration for a given lesson
            • Generate a new UnityRLInput object
            • Launch executable launcher
            • Close the connection
            • Close the Unity environment
            • Calculate the model
            • Generate a single action
            • Exchange inputs
            • Receive a message from the hub
            • Load the model from a file
            • Runs the model on a given state
            • Close the Unity Environment
            • Draw the performance plot
            • Sample action
            • Save the trained model
            Get all kandi verified functions for this library.

            A2C Key Features

            No Key Features are available at this moment for A2C.

            A2C Examples and Code Snippets

            No Code Snippets are available at this moment for A2C.

            Community Discussions

            QUESTION

            product of different length list using itertools in Python
            Asked 2022-Jan-21 at 00:54

            I have the following lists:

            ...

            ANSWER

            Answered 2022-Jan-20 at 23:43

            Not sure if that is what you want or if it is more elegant:

            Source https://stackoverflow.com/questions/70794140

            QUESTION

            Is there any race condition for 2 or more threads doing read from different files into the same buffer?
            Asked 2021-Dec-25 at 19:39

            If there are n threads doing a read(uniqe_file[k], buffer, sizeof(buffer)) (k=1..n) (read from unistd.h) is there a chance that the content of buffer, after the threads are done, is messed up by having a combination of values from various files?

            For example:
            n = 2
            buffer is a char array
            unique_file[1] contains "abc"
            unique_file[2] contains "123"
            Then, can buffer contain, at the end, something like "a2c", or "12c" or even worse cases like "1a2"?

            And, can you provide an explanation for the possible scenarios?

            ...

            ANSWER

            Answered 2021-Dec-25 at 19:39

            Is there any race condition for 2 or more threads doing read from different files into the same buffer?

            Yes: two threads attempting to write the same bytes is a race condition by definition. The resulting program exercises undefined behavior.

            can buffer contain, at the end, something like "a2c", or "12c" or even worse cases like "1a2"

            Undefined behavior means: anything can happen.

            It's unlikely that you'll observe anything other than abc or 123, but it's possible for all of the above to happen. The conditions for 1a2 in particular are exceedingly unlikely, but it can happen.

            Other unlikely possibilities: 111, 231, aca, etc. To see why these are possible, read this article.

            Source https://stackoverflow.com/questions/70482240

            QUESTION

            OpenAI Gym - AttributeError: module 'contextlib' has no attribute 'nullcontext'
            Asked 2021-Nov-10 at 09:22

            I'm running into this error when trying to run a command from docker a docker container on google compute engine.

            Here's the stacktrace:

            ...

            ANSWER

            Answered 2021-Oct-12 at 03:26

            It seems like this is an issue with python 3.6 and gym. Upgrading my container to python 3.7 fixed the issue.

            Source https://stackoverflow.com/questions/69520829

            QUESTION

            Javascript Regex: Second occurrence of block: ABC.js music notation
            Asked 2021-Oct-06 at 17:59

            ABC is a music notation; I'm working on patterns to parse it as part of an app.

            Sometimes multiple renditions of a tune are in an ABC file, and I need to get just the first rendition -- or in an ideal world any rendition I specify. The beginning of a rendition is signified by the X: string.

            It's not possible to know in advance how many renditions are in a file.

            In Javascript, how can I return, for example, the first rendition (from the first X: inclusive to the beginning of the second) in the example below, in a way that will return the first if there is no second, and return the first if there are more than two renditions.

            My work so far yields ([\s\S]*)(?=X:) which succeeds in the two rendition example, but fails with a single rendition or more than two.

            Adding an 'OR'd end of file condition to the lookahead lets the single rendition case work, but fails on the one and three rendition cases, e.g. \([\s\S]*)(?=X:|$)

            Any help appreciated ... a good way to parse ABC will be used by many.

            A two-rendition example can look like the below -- for a three rendition example just add a line with X: at the end, and for a single chop off everything from the second X:

            EDITS: Folks have been kind enough to ask for better examples, and they won't fit in a comment, so here's a few

            Broken pledge is interesting because it has more than one ABC and they're not numbered sequentially:

            ...

            ANSWER

            Answered 2021-Sep-19 at 17:19

            This is a complete rewrite of the answer, sorry. The following function returns the info you are currently interested in (it can be extended to return more info, like, e.g., the titles of the renditions as an array sharing indices with the renditions array).

            Source https://stackoverflow.com/questions/69228691

            QUESTION

            How to get duplicate elements in an array
            Asked 2021-Jul-14 at 09:56

            I am writing code in ReactJs I have an Array of object like this

            ...

            ANSWER

            Answered 2021-Jul-14 at 09:34

            Not sure if this will solve the particular issue you have but not use helprjs

            Source https://stackoverflow.com/questions/68375497

            QUESTION

            Cant access to method and property of an array inside React useEffect
            Asked 2021-Jun-27 at 10:33

            I am using Firebase, React, Redux for my project and I want to send data from firebase to redux's global store using useEffect(). The problem I am facing is that I cannot access to methods and properties of an array even though I can use console.log(array) to get its element.

            Let me briefly explain my code:

            I'm assigning each group of images I get from database to its respective product and then send it to the redux global store.

            My firebase structure:

            ...

            ANSWER

            Answered 2021-Jun-27 at 10:33

            This code has a few obvious issues:

            1. this code will be run on every render, maybe tens of times
            2. await extractImagesFromDatabase(); won't await because the function extractImagesFromDatabase is not an async function. That's a syntactic error that you compiler should warn about.

            How to fix this:

            1. Move to lead action to external function, even in external file. The useEffect should look like this:

              useEffect( () => { sendDataToGlobalStore(setProducts) }, [setProducts]);

            2. The sendDataToGlobalStore() should look something like this:

            Source https://stackoverflow.com/questions/68149384

            QUESTION

            How do I get jq to set values deep in the hierarchy?
            Asked 2021-Jun-22 at 20:47

            I have a number of documents that look like the following where I need to change the permanentLocation.id and identify all circulationNotes where the id is null and set them to a uuid

            ...

            ANSWER

            Answered 2021-Jun-22 at 16:03

            QUESTION

            Numpy issue with converting list into array
            Asked 2021-Jun-07 at 03:36

            To begin this topic off I've created a stock market environment that a function can return its observation through this function. The field 'df' is a pandas instance loaded from csv file and I am returning a step (row) of the data frame to get the data which return its value on the data sheet. My issue is when I set the data to the observation field it return different values then the data sheet.

            ...

            ANSWER

            Answered 2021-Jun-07 at 03:36

            The data is just in exponential notation but identical. To suppress exponential notation in numpy you can do the following:

            Source https://stackoverflow.com/questions/67865372

            QUESTION

            Reward of Pong game - (OpenAI gym)
            Asked 2021-Feb-25 at 06:41

            I know that the Pong Game initializes to new game when one side scores 20 points.

            By the way, the reward shows that it goes down below -20.
            Why is that so?

            One thing to expect is that after one side gets 20 points, the game is reset by playing one more time. Does the game need to get 21 points to initialize?

            (Use 8 workers, A2C, PongNoFrameskip-v4)

            ...

            ANSWER

            Answered 2021-Feb-25 at 06:41

            Pong is played to 21 points, not 20.

            Source https://stackoverflow.com/questions/66363245

            QUESTION

            RLLib tunes PPOTrainer but not A2CTrainer
            Asked 2021-Feb-11 at 18:29

            I am making a comparison between both kind of algorithms against the CartPole environment. Having the imports as:

            ...

            ANSWER

            Answered 2021-Feb-11 at 18:29

            The A2C code fails due to the configuration you copied from the PPO trial: "sgd_minibatch_size", "kl_coeff" and many others are PPO-specific configs, which cause the problem when running using A2C.

            The error is explained in the "error.txt" in the logdir.

            Source https://stackoverflow.com/questions/65668160

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

            Vulnerabilities

            No vulnerabilities reported

            Install A2C

            For this project, I use the environment form Udacity. The links to modules at different system environments are copied here for convenience:.
            Linux: click here
            Mac OSX: click here
            Windows (32-bit): click here
            Windows (64-bit): click here I conducted my experiments in Ubuntu 16.04, so I picked the 1st option. Then, extract and place the Reacher_Linux folder within the project root. The project folder structure now looks like this (Program generated .png and model files are excluded):

            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:

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          • HTTPS

            https://github.com/qiaochen/A2C.git

          • CLI

            gh repo clone qiaochen/A2C

          • sshUrl

            git@github.com:qiaochen/A2C.git

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