rl | Generic reinforcement learning codebase in TensorFlow | Machine Learning library

by for-ai Python Version: v1.0.1 License: MIT

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

kandi X-RAY | rl Summary

rl is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow applications. rl 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.

Modular codebase for reinforcement learning models training, testing and visualization. Contributors: Bryan M. Li, Alexander Cowen-Rivers, Piotr Kozakowski, David Tao, Siddhartha Rao Kamalakara, Nitarshan Rajkumar, Hariharan Sezhiyan, Sicong Huang, Aidan N. Gomez.

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Quality

Security

License

Reuse

Support

rl has a low active ecosystem.

It has 87 star(s) with 21 fork(s). There are 11 watchers for this library.

It had no major release in the last 12 months.

There are 0 open issues and 2 have been closed. On average issues are closed in 11 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of rl is v1.0.1

Quality

rl has 0 bugs and 0 code smells.

Security

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

rl code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

rl 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

rl releases are available to install and integrate.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

rl saves you 1038 person hours of effort in developing the same functionality from scratch.

It has 2356 lines of code, 250 functions and 64 files.

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

Top functions reviewed by kandi - BETA

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

Run the agent
Test episode
Log start of a run
Restore the checkpoint
Create a cart pole - dipole
Default HDP model
Default hyperparameters
Update hparams
Log hparams
Creates a noisy dqn
Return a ddpg - run
Instantiate a Pong - Vong
Create a ppo
Return a new VPG instance
Generate random action
Pong - V0
Factory for cartpole
Epsilon action
Initialize a Pendulum
Factory for a cartpole
Pong baseline
Default ddppacing
Creates a dqn
Compute the gae
Compute discounted reward
Default ddpg

Get all kandi verified functions for this library.

rl Key Features

No Key Features are available at this moment for rl.

rl Examples and Code Snippets

No Code Snippets are available at this moment for rl.

Community Discussions

Trending Discussions on rl

how to use sed to replace string containing parenthesis

How to go from XML file with a stucture having a parent node and a child node to a structure with only one level

Getting information from one function and using it in another

Python Error: expected str, bytes or os.PathLike object when opening csv

FailedPreconditionError while using DDPG RL algorithm, in python, with keras, keras-rl2

SPARQL Inference with SKOS

PysimpleGUI Calc not using function properly

Line-By-Line Node JS prompting for Input not functioning

Multiple graphs and direction (rankdir) in one dot file (gvpack not doing what I want)

show and hide previous and next button jQuery

QUESTION

how to use sed to replace string containing parenthesis

Asked 2021-Jun-15 at 05:21

I am trying to use sed to replace the following but not working

replace datetime.now(pytz.utc) with datetime.utcnow() recursively

i have tried the following

...

ANSWER

Answered 2021-Jun-15 at 05:21

I tried to explain in the comments, but obviously I wasn't clear. Here are two potential solutions to your problem:

Using your 'grep/xargs' method:

Source https://stackoverflow.com/questions/67980162

QUESTION

How to go from XML file with a stucture having a parent node and a child node to a structure with only one level

Asked 2021-Jun-14 at 00:45

Using ssis 'XML task', is there a XSL that makes it possible to go from an xml file with a parent node and child node to a xml file with only one level: same number of occurrences in the child node in the input xml as in the number of occurrences in the output xml. Here an example

Input xml

...

ANSWER

Answered 2021-Jun-14 at 00:42

Input XML

Source https://stackoverflow.com/questions/67963574

QUESTION

Getting information from one function and using it in another

Asked 2021-Jun-12 at 22:44

I done some researching the other day for a project I've been working on and it brought me to this. This will work perfectly for what i'm wanting but I can't figure out how to get the collected answer in let's say the "question1" function and be able to use that data in the "main" function. Could someone offer me so advice?

...

ANSWER

Answered 2021-Jun-12 at 22:12

As @Nick mentioned in the comment pass answer into resolve() method provided by Promise like this

Source https://stackoverflow.com/questions/67953316

QUESTION

Python Error: expected str, bytes or os.PathLike object when opening csv

Asked 2021-Jun-11 at 14:45

I'm running this python 3 code code:

...

ANSWER

Answered 2021-Jun-11 at 14:45

Your code seems odd - there are several calls to read_csv when I'd have epxected to see only one, e.g.:

in main:

Source https://stackoverflow.com/questions/67936632

QUESTION

FailedPreconditionError while using DDPG RL algorithm, in python, with keras, keras-rl2

Asked 2021-Jun-10 at 07:00

I am training a DDPG agent on my custom environment that I wrote using openai gym. I am getting error during training the model.

When I search for a solution on web, I found that some people who faced similar issue were able to resolve it by initializing the variable.

...

ANSWER

Answered 2021-Jun-10 at 07:00

For now I was able to solve this error by replacing the imports from keras with imports from tensorflow.keras, although I don't know why keras itseld doesn't work

Source https://stackoverflow.com/questions/67908668

QUESTION

SPARQL Inference with SKOS

Asked 2021-Jun-08 at 12:26

We are trying to showcase inference with linked-data.

The simple graph looks like the following in turtle-format:

...

ANSWER

Answered 2021-Jun-08 at 12:26

To complete the question, I'm posting my comment above as an answer...

To make it work, You need to define some meaning to your properties ex:isPartOf and ex:livesIn. Suggest to make ex:isPartOf transitive and then to define ex:livesIn as a property chain over ex:isPartOf, e.g.:

Source https://stackoverflow.com/questions/67786448

QUESTION

PysimpleGUI Calc not using function properly

Asked 2021-Jun-03 at 04:44

Hey everybody really scratching my head trying to figure out what is wrong with my code, it does not return any errors it just seems to skip over the calculating portion and prints the error message I included to indicate wrong user input, even though my user inputs are valid.

I've tried moving the if and defining statements about the variables around to see if that would work.

I know the variables are defined first above the calculate function and again in the function, the reason I have it this way is because otherwise I would get an error that they were undefined unless they came first above everything else.

...

ANSWER

Answered 2021-Jun-03 at 04:44

It looks like there're some issues

Using function name as key of element, like h, g, u and a and those function useless
Variables height, amount, diameter and typeunit not defined in function calc_weight
Variables h, g, u, a reset in function calc_weight

Just demo script here,

Source https://stackoverflow.com/questions/67807775

QUESTION

Line-By-Line Node JS prompting for Input not functioning

Asked 2021-Jun-02 at 17:32

I have started working with node js and am working with the line-by-line dependency. I have properly installed line-by-line and it is within the folder. Currently, my application will run but will not prompt the user to input an answer. My code is as follows:

...

ANSWER

Answered 2021-Jun-02 at 17:32

The problem here is that readline.question is asynchronous and you need to wait for each callback to return, before you (a) can use the input and (b) create the next question. You are executing the console.log statement, however, directly after the question call. It's probably the easiest way to wrap the question into a promise, so that you can await the response.

Here is an example using promises: https://stackoverflow.com/a/47999168/3233827

Source https://stackoverflow.com/questions/67809313

QUESTION

Multiple graphs and direction (rankdir) in one dot file (gvpack not doing what I want)

Asked 2021-Jun-01 at 16:04

DISCLAIMER : I am French and so I am sorry in advance for my poor english. Please be nice, thank you very much.

So I have multiple files and graphs with different direction (rankdir). I must merge them to have one big coherent graph.

There is a part on the bottom with the classic toptobottom direction :

...

ANSWER

Answered 2021-Jun-01 at 16:04

try:

-array to combine as graphs (not clusters or nodes)
_i to combine the files in the order on the command line (not based on size)
3 to request 3 "columns" of graphs (not a 2x2 grid)

Source https://stackoverflow.com/questions/67785371

QUESTION

show and hide previous and next button jQuery

Asked 2021-Jun-01 at 14:26

Hello everybody, I've created four sections here. with the previous and next button you can scroll through the page. that works so far. Only the previous button in the 1 section and the next button in the 4 section do not make sense and should belong to be hidden and belong to be hidden if possible. can they be hidden in this section? or can I hide the last one or replace it with a to top? please help me. Many Thanks. best regards

...

ANSWER

Answered 2021-Jun-01 at 14:26

hide next initially then after that check conditions on click if pagePositon ==0 then hide previous anf if pagePositon = pageMaxPosition then hide next -

Source https://stackoverflow.com/questions/67790434

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

Vulnerabilities

No vulnerabilities reported

Install rl

Configure use_gpu and (if on OSX) mac_package_manager (either macports or homebrew) params in setup.sh, then run it as.
You need to install the following for your system:.
TensorFlow
OpenAI Gym
OpenAI Atari
OpenAI ProcGen
FFmpeg
Additional python packages pip install -r ../requirements.txt