genrl | PyTorch reinforcement | Reinforcement Learning library

by SforAiDl Python Version: 0.0.2 License: MIT

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | genrl Summary

genrl is a Python library typically used in Artificial Intelligence, Reinforcement Learning, Deep Learning, Pytorch applications. genrl has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install genrl' or download it from GitHub, PyPI.

Reinforcement learning research is moving faster than ever before. In order to keep up with the growing trend and ensure that RL research remains reproducible, GenRL aims to aid faster paper reproduction and benchmarking by providing the following main features:. By integrating these features into GenRL, we aim to eventually support any new algorithm implementation in less than 100 lines.

Support

Quality

Security

License

Reuse

Support

genrl has a low active ecosystem.

It has 376 star(s) with 57 fork(s). There are 13 watchers for this library.

It had no major release in the last 12 months.

There are 35 open issues and 154 have been closed. On average issues are closed in 74 days. There are 17 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of genrl is 0.0.2

Quality

genrl has 0 bugs and 0 code smells.

Security

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

genrl code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

genrl 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

genrl releases are available to install and integrate.

Deployable package is available in PyPI.

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

Installation instructions, examples and code snippets are available.

genrl saves you 3293 person hours of effort in developing the same functionality from scratch.

It has 7070 lines of code, 615 functions and 146 files.

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

Top functions reviewed by kandi - BETA

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

Run the experiment
Train the agent
Swap two arrays
Returns a random rollout buffer
Train the A2C model
Collect rollout rewards
Save the model to disk
Loads pretrained model hyperparameters from file
Create the model
Get the dimensions of the environment
Return a VectorEnv instance
Compute action probability distribution
Update the parameters for a given action
Calculate the action distribution
Download data from url
Get the value for a given state
Reset the model
Compute the reward for the given action
Compute the loss
Update model parameters
Compute loss
Calculate parameters
Optimized objective function
Calculate model parameters
Evaluate the population
Get the size of the environment
Evaluate the policy

Get all kandi verified functions for this library.

genrl Key Features

No Key Features are available at this moment for genrl.

genrl Examples and Code Snippets

No Code Snippets are available at this moment for genrl.

Community Discussions

Trending Discussions on genrl

Retrieve an inner array value relative to a specified inner array property value paired with a specified outer array property value

How to parse JSON response to a single JAVA Object

QUESTION

Retrieve an inner array value relative to a specified inner array property value paired with a specified outer array property value

Asked 2018-Nov-08 at 05:20

Based on the validated JSON below:

...

ANSWER

Answered 2018-Nov-08 at 05:20

How about something like this?

Source https://stackoverflow.com/questions/53200135

QUESTION

How to parse JSON response to a single JAVA Object

Asked 2018-Oct-18 at 09:00

I tried to parse a JSON response to a single JAVA Object.This JSON response included with another JSON arrays and simple fields.

However I could get following result in my attempts.

...

ANSWER

Answered 2018-Oct-18 at 08:59

I think this sums up the error:- com.fasterxml.jackson.databind.exc.UnrecognizedPropertyException: Unrecognized field "StatusCode" (class biz.spsolutions.edgevantage.workflow.dao.PABCIntegration.ResultBasicAccountInformationDao), not marked as ignorable (5 known properties: "traceId", "status", "result", "errorList", "statusCode"])

seems the field names do not match, one starts with capital S and the other small s. Please try changing it.

Source https://stackoverflow.com/questions/52870387

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

Vulnerabilities

No vulnerabilities reported

Install genrl

GenRL is compatible with Python 3.6 or later and also depends on pytorch and openai-gym. The easiest way to install GenRL is with pip, Python's preferred package installer. Note that GenRL is an active project and routinely publishes new releases. In order to upgrade GenRL to the latest version, use pip as follows.

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: