mve | MVE : model-based value estimation

 by   vlad17 Python Version: Current License: Apache-2.0

kandi X-RAY | mve Summary

kandi X-RAY | mve Summary

mve is a Python library typically used in Simulation applications. mve 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.

Using short-horizon nonlinear dynamics for on-policy simulation to improve value estimation. See the paper for algorithmic details.
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            kandi-support Support

              mve has a low active ecosystem.
              It has 5 star(s) with 0 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 21 open issues and 147 have been closed. On average issues are closed in 69 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of mve is current.

            kandi-Quality Quality

              mve has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              mve 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

              mve 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 are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed mve and discovered the below as its top functions. This is intended to give you an instant insight into mve implemented functionality, and help decide if they suit your requirements.
            • Train the GPU
            • Create a reporter
            • Returns the appropriate Envs class
            • Setup the experiment context
            • Parse command line arguments
            • Computes the value expansion of the model
            • Get the current context
            • Predict the loss function
            • Predict_tf
            • Gather data from logdir
            • Get data from tfevents
            • Run evaluation
            • Sample action
            • Evaluate the objective function
            • Expand the reward function
            • Generate reports for the model
            • Logs the episode
            • Log statistics
            • Render the simulation
            • Reset the model
            • Train the model
            • Plot time series data
            • Runs a child process
            • Calculate a set of paths based on the given paths
            • Run dynamic plot
            • Parse the given flags
            • Evaluate the OpenLoop dynamics
            • Return a pandas dataframe for each training
            Get all kandi verified functions for this library.

            mve Key Features

            No Key Features are available at this moment for mve.

            mve Examples and Code Snippets

            No Code Snippets are available at this moment for mve.

            Community Discussions

            QUESTION

            How to create an stl-like iterator which calls member functions
            Asked 2021-Jun-05 at 07:03

            I want to provide for my API some iterators which automatically call the desired member functions to directly iterate over the returned values. More precisely consider the following struct and main function as MVE:

            ...

            ANSWER

            Answered 2021-Jun-04 at 18:47

            In C++20, the ranges versions of algorithms can take projections on members, which pretty much gets you the ease of use you want, with slightly different syntax

            Source https://stackoverflow.com/questions/67842385

            QUESTION

            How to reliably use a matrix (multivariable) response in R using a formula?
            Asked 2021-May-31 at 12:20

            I am trying to use a multivariable response in R and came across the damned formulas, and having all sorts of unexpected behaviors, mainly when using them inside functions and packages. This question is twofold

            I can input a multivariable response and be able to use the model to predict afterwards?

            This MVE, using rpart package, serves as an example. Here y is a two-column matrix (response), and I want to predict y using x, i.e. each column in x (two columns in this MVE). Note that the method itself and what each column in y mean is irrelevant, this is just a MVE to reproduce the problem:

            ...

            ANSWER

            Answered 2021-May-31 at 11:36

            I have not worked with rpart:predict, but for this function you need a new dataset that has the same variables as the original one, according to the documentation.

            So, you should initiate newx with the correct column names:

            Source https://stackoverflow.com/questions/67770931

            QUESTION

            C++: char array dropping some values during send
            Asked 2021-May-19 at 17:33

            I am facing a very odd problem in my C++ project. I have a client and a server that send char arrays of data to each other. While the initial sending/reception works well (see: Client.firstConnection() in MVE), in the following messages the client appears to drop all but the 12th through 15th chars in the array as it sends it to the server. The server then only receives this partially filled array.

            Example:

            1. I want to send the buffer 4_user53:6134;*0/ from the client to the server.
            2. Before sending, my variable, when printed character by character, shows 4_user53:6134;*0/
            3. On the server side, the buffer is received but when printed character by character, shows 4;*0
            4. On the client side, immediately after sending the buffer, the variable, when printed character by character, shows 4;*0.

            I do not know why these characters are disappearing. All advice is appreciated, thank you.

            Please find the minimal viable example below, I have done my best to annotate points of interest as well as illustrate the results of the print functions.

            MVE:

            Compiled with VS 2017, C++ 11.

            ...

            ANSWER

            Answered 2021-May-19 at 17:33

            The function GameInformation::SerializeToArray is bad because it is returning a pointer to non-static local array. The life of the array ends when returning from function and dereferencing pointers pointing at elements of the array after returning is illegal.

            Instead of that, you should allocate a buffer on the heap and return a pointer to that.

            Source https://stackoverflow.com/questions/67607924

            QUESTION

            Unable to read gzip encoded in using HttpClientInterface in Symfony Project
            Asked 2021-Apr-14 at 14:23

            I'm unable to read gzip encoded response in a Symfony projet. Here is my service :

            ...

            ANSWER

            Answered 2021-Apr-14 at 14:23

            See https://github.com/symfony/symfony/issues/34238#issuecomment-550206946 - remove Accept-Encoding: gzip from the array of headers if you want to receive a unzipped response, or unzip the response on your own

            Source https://stackoverflow.com/questions/67093256

            QUESTION

            Tokio server getting killed after overheating
            Asked 2021-Apr-01 at 01:17

            I am listening to udp packets, once the first packet arrives, I start to listen for more packets.

            If one packet is received, then the server will start to run fullspeed (even though there should be a delay let duration = Duration::from_millis(1300); ?), and eventually get killed

            MVE code below:

            server.rs

            ...

            ANSWER

            Answered 2021-Apr-01 at 01:17

            Solved it thanks to @Frxstrem and @transistor's comments, see code's comment for the change:

            Source https://stackoverflow.com/questions/66891592

            QUESTION

            C++ implicit conversion and universal forwarding on gcc 7.5
            Asked 2021-Feb-08 at 16:24

            I am creating a library component that uses universal forwarding. This works fine in most cases but I have encountered a case where our linux build (seeminingly) incorrectly uses a copy constructor instead of a move constructor.

            I was able to reproduce this in godbolt on gcc 7.5 (same as our linux build platform) with a MVE:

            ...

            ANSWER

            Answered 2021-Feb-08 at 10:14

            The shown program (using return a;) is well-formed since C++17. As such, you need a C++17 conforming compiler to compile it. C++17 support in GCC 7 was experimental (C++17 hadn't been released yet).

            Using return std::move(a); is well-formed since C++11, and such should work with much older compilers.

            Regarding the different wording that makes it work in C++17:

            C++14 (draft):

            [class.copy]

            When the criteria for elision of a copy/move operation are met, but not for an exception-declaration, and the object to be copied is designated by an lvalue, or when the expression in a return statement is a (possibly parenthesized) id-expression that names an object with automatic storage duration declared in the body or parameter-declaration-clause of t (3.1) he innermost enclosing function or lambda-expression, overload resolution to select the constructor for the copy is first performed as if the object were designated by an rvalue.

            When certain criteria are met, an implementation is allowed to omit the copy/move construction of a class object ...

            • in a return statement in a function with a class return type, when the expression is the name of a non-volatile automatic object (other than a function or catch-clause parameter)

            C++17 (draft):

            [class.copy.elision]

            An implicitly movable entity is a variable of automatic storage duration that is either a non-volatile object or an rvalue reference to a non-volatile object type. In the following copy-initialization contexts, a move operation is first considered before attempting a copy operation:

            • If the expression in a return ([stmt.return]) or co_­return ([stmt.return.coroutine]) statement is a (possibly parenthesized) id-expression that names an implicitly movable entity declared in the body or parameter-declaration-clause of the innermost enclosing function or lambda-expression, or

            In short, the automatic move instead of copy from lvalue in return statement rule used to be coupled with the copy/move elision rule which doesn't apply to function parameters. Now, they have been decoupled and the former applies explicitly to function parameters as well.

            Source https://stackoverflow.com/questions/66098992

            QUESTION

            Why is Jacoco merge not including files?
            Asked 2021-Jan-29 at 14:07

            I have a multi-module maven project, and trying to use Jacoco to generate an aggregated report, and run 'aggregated' checks. However, I cannot in any possible way get the Jacoco merge function to work through the maven plugin. Therefore I tried to create a minimal example, as illustrated below

            The project only contains three files, the maven pom file, and two Jacoco exec files (previously generated)

            • Root folder
              • pom.xml
              • jacoco1.exec
              • jacoco2.exec

            The pom file content looks like the following:

            ...

            ANSWER

            Answered 2021-Jan-29 at 14:07

            QUESTION

            What is the most comprehensive way to set an attribute on a model in a has_many association using an attribute of the model it belongs_to?
            Asked 2021-Jan-20 at 23:35

            I have two ActiveModels, MultivariateExperiment which has_many MultivariateExperimentVariant. Conversely, a MultivariantExperimentVariant belongs_to a MultivariateExperiment.

            MultivariateExperiment has an attribute experiment_name.

            MultivariantExperimentVariant has the attributes name and weighting.

            I'd like the variants' name to be in the format experiment_name_0, experiment_name_1, etc. For instance, given the following MultivariateExperiment:

            ...

            ANSWER

            Answered 2021-Jan-20 at 23:35

            In the MultivariateExperimentVariant model you could do...

            Source https://stackoverflow.com/questions/65818736

            QUESTION

            Dynamically importing SCSS in TypeScript
            Asked 2021-Jan-20 at 12:21

            I've used Create React App (CRA) to set up a new project, then added node-sass to be able to import SCSS files.

            Example:

            ...

            ANSWER

            Answered 2021-Jan-20 at 12:21

            Using declare module "*.scss" will work, when it's in the correct declarations file. I've put it in global.d.ts and the error went away.

            I'm still wondering why static imports worked out of the box, so feel free to post a more in-depth answer!

            Source https://stackoverflow.com/questions/65806792

            QUESTION

            Why is there an inconstancy between these two ways of plotting a function in Octave?
            Asked 2021-Jan-19 at 09:35
            Context

            I have a function named ibm that I defined with a simple if condition: it should be 0 until a certain value (500), then is linear after that value:

            ...

            ANSWER

            Answered 2021-Jan-19 at 09:35

            The problem is your definition of ibm. You only coded it for a x of length 1. What does the code do for ibm([0,1000])? How does the if condition react to that x?

            I think this is a confusion of how does vectorization occurs. Octave will not call 1000 ibm each with its own individual x, but will call ibm once with all 1000 x as input. How you deal with vector inputs its on you, and your function simply doesn't.

            for example, if you replace the if with:

            Source https://stackoverflow.com/questions/65788398

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

            Vulnerabilities

            No vulnerabilities reported

            Install mve

            You can download it from GitHub.
            You can use mve 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/vlad17/mve.git

          • CLI

            gh repo clone vlad17/mve

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            git@github.com:vlad17/mve.git

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