mve | MVE : model-based value estimation
kandi X-RAY | mve Summary
kandi X-RAY | mve Summary
Using short-horizon nonlinear dynamics for on-policy simulation to improve value estimation. See the paper for algorithmic details.
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Top functions reviewed by kandi - BETA
- 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
mve Key Features
mve Examples and Code Snippets
Community Discussions
Trending Discussions on mve
QUESTION
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 18:47In 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
QUESTION
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 11:36I 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:
QUESTION
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:
- I want to send the buffer
4_user53:6134;*0/
from the client to the server. - Before sending, my variable, when printed character by character, shows
4_user53:6134;*0/
- On the server side, the buffer is received but when printed character by character, shows
4;*0
- 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 17:33The 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.
QUESTION
I'm unable to read gzip encoded response in a Symfony projet. Here is my service :
...ANSWER
Answered 2021-Apr-14 at 14:23See 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
QUESTION
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 01:17Solved it thanks to @Frxstrem and @transistor's comments, see code's comment for the change:
QUESTION
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 10:14The 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.
QUESTION
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 14:07Your
QUESTION
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 23:35In the MultivariateExperimentVariant
model you could do...
QUESTION
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 12:21Using 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!
QUESTION
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 09:35The 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:
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Install mve
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.
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