ACER | Actor-critic with experience replay | Reinforcement Learning library

by Kaixhin Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | ACER Summary

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

Actor-critic with experience replay (ACER) [[1]] #references). Uses batch off-policy updates to improve stability. Trust region updates can be enabled with --trust-region. Currently uses full trust region instead of "efficient" trust region (see [issue #1] Run with python main.py . To run asynchronous advantage actor-critic (A3C) [[2]] #references) (but with a Q-value head), use the --on-policy option.

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Quality

Security

License

Reuse

Support

ACER has a low active ecosystem.

It has 219 star(s) with 42 fork(s). There are 14 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 11 have been closed. On average issues are closed in 51 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of ACER is current.

Quality

ACER has 0 bugs and 0 code smells.

Security

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

ACER code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

ACER is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

ACER releases are not available. You will need to build from source code and install.

ACER has no build file. You will be need to create the build yourself to build the component from source.

ACER saves you 177 person hours of effort in developing the same functionality from scratch.

It has 437 lines of code, 24 functions and 7 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed ACER and discovered the below as its top functions. This is intended to give you an instant insight into ACER implemented functionality, and help decide if they suit your requirements.

Train a model
Train the model
Performs a single step
Update the shared model
Compute the trust region loss
Sample from the trajectory
Append a transition
Generate a Poisson distribution
Sample a batch of trajectories
Transfer gradients to shared model
Adjusts the learning rate of the optimiser
Return the current value
Increment the value
Convert a tensor to a torch tensor
Share all parameters in the state

Get all kandi verified functions for this library.

ACER Key Features

No Key Features are available at this moment for ACER.

ACER Examples and Code Snippets

No Code Snippets are available at this moment for ACER.

Community Discussions

Trending Discussions on ACER

trying to scrape 2 tags using beautifulsoup and placing them in the same csv

How to push multiple items to an array based on checked value from multiple checkbox list?

How to push all items from array of object to an array?

how to digitally sign a PDF document with a certificat using Javascript?

Make div within a link display inline with bootstrap 4?

Can't install kivy with Python 3.10.0

Mongodb connected on nodejs and localhost keeps on reloading

Create new column based on text condition

ReferenceError: item is not defined nodejs

Error plotting array with exponential operation

QUESTION

trying to scrape 2 tags using beautifulsoup and placing them in the same csv

Asked 2022-Apr-15 at 06:42

Im learning python currently and trying to do my own projects by taking pieces of other codes so don't fault me while I'm learning.

Im taking a list of stocks from tickers.csv and scraped a website to get sector & industry and place them on a stocks.csv

the problem is I can only get either the sector or industry (by choosing one) into the stocks.csv by

...

ANSWER

Answered 2022-Apr-15 at 06:42

Just combine your existing two functions into one and return the result from parsing via a single soup object

Source https://stackoverflow.com/questions/71877807

QUESTION

How to push multiple items to an array based on checked value from multiple checkbox list?

Asked 2022-Apr-05 at 12:33

I am trying to populate an array based on selected/checked values from checkbox. Let's say we have 3 arrays of strings

...

ANSWER

Answered 2022-Apr-05 at 12:33

This answer aims to assist the OP to the below-stated objective,

For example, if there are checked cars and phones values in checkbox list, the desired array would look like so

Source https://stackoverflow.com/questions/71749457

QUESTION

How to push all items from array of object to an array?

Asked 2022-Apr-05 at 11:44

I am trying to extract and push the elements from an array of object to an empty object. Here is the example of the arrays.

...

ANSWER

Answered 2022-Apr-05 at 11:44

Array.flatMap implementation.

Logic

Loop through names array with Array.flatMap.
Access each keys from nameArrayOfObj.

This implementation makes use of an asumprion that both arrays are in same order.

Working Fiddle

Source https://stackoverflow.com/questions/71750887

QUESTION

how to digitally sign a PDF document with a certificat using Javascript?

Asked 2022-Mar-27 at 19:41

i was looking for a solution to digitally sign a pdf with a self-signed certificat and came across a video in youtube explaining the process using pdf-lib and node-signpdf libraries. However, after following the instructions it didnt work as intended and encountered a problem:

i executed the command ( npm i ) and (npm start ) as shown in the github repo of the project.

repo : https://github.com/RichardBray/pdf_sign

Demo ( 8 mins video ) : https://www.youtube.com/watch?v=OFZK5lc70OI&list=PLXUfmx2SIgyICZP-rA84Sle_ghq30W89N&index=4&t=1s

...

ANSWER

Answered 2022-Mar-27 at 19:41

it appears that the problem is OS related. In fact , the code works fine under linux OS but have some issues with Windows OS related to import command. For windows OS replacing "import" commands with "require" commands solves the problem.

BEFORE:

Source https://stackoverflow.com/questions/71617826

QUESTION

Make div within a link display inline with bootstrap 4?

Asked 2022-Feb-01 at 08:05

I have a series of links that I want to display inline. For some reason this was working in Bootstrap 3 but since upgrading to Bootstrap 4 I can no longer get the links to display inline. I've tried using floats and display:inline or display:inline-block on the various elements but I can't seem to get it to work. Here is a code pen where I've been trying: https://codepen.io/xanabobana/pen/pobRxpx

And my code:

...

ANSWER

Answered 2022-Feb-01 at 08:05

Try adding the "list-inline" class:

Source https://stackoverflow.com/questions/70930014

QUESTION

Can't install kivy with Python 3.10.0

Asked 2022-Jan-29 at 12:36

I'm new to python. I'm getting an error when installing kivy with pip install kivy

...

ANSWER

Answered 2021-Nov-21 at 01:35

https://github.com/kivy/kivy/releases/tag/2.0.0

Currently supported Python versions are 3.6 - 3.9.

To sum it up, you will have to wait for a while for the developers of the Kivy project to package the library to 3.10. Meanwhile, you can still use Kivy on Python 3.9 without any issue

Source https://stackoverflow.com/questions/70051155

QUESTION

Mongodb connected on nodejs and localhost keeps on reloading

Asked 2022-Jan-20 at 17:59

I am trying to connect to my backend mongodb 5.0.5 with nodejs express script. when running the app.js using nodemon it shows your mongodb is connected but on the localhost it keeps on reloading without any error stack trace.

I am using mongoose models in the models as in MVC in nodejs. Not sure why its is not getting run on localhost, it was working fine when last I used these files.

here are my files:

app.js

...

ANSWER

Answered 2022-Jan-20 at 14:10

Try this instead:

Source https://stackoverflow.com/questions/70761550

QUESTION

Create new column based on text condition

Asked 2022-Jan-13 at 12:11

I want to make new column based on another columns with text

Let say, I have this column

...

ANSWER

Answered 2022-Jan-13 at 12:11

Use numpy.where with Series.str.contains, for regex or is used |:

Source https://stackoverflow.com/questions/70696377

QUESTION

ReferenceError: item is not defined nodejs

Asked 2022-Jan-11 at 09:46

I am trying to get data from a json file using node js and express but and defined the methods using exports but its is giving error on my browser

not sure why it is not working , i have defined the method in controller and Routes folder

...

ANSWER

Answered 2022-Jan-11 at 09:46

Problem is with this this line

Source https://stackoverflow.com/questions/70664554

QUESTION

Error plotting array with exponential operation

Asked 2022-Jan-07 at 01:34

I am new to Julia and I am trying to create a plot with the following:

...

ANSWER

Answered 2022-Jan-07 at 01:34

You want the elements of xi2 raised to the power of two, so you want element-wise operations using the dot operator:

Source https://stackoverflow.com/questions/70615246

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

Vulnerabilities

No vulnerabilities reported

Install ACER

You can download it from GitHub.
You can use ACER 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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