TF-Agents

TF-Agents

Tensorflow
+
+

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About

​TensorFlow Agents (TF-Agents) is a comprehensive library designed for reinforcement learning in TensorFlow. It simplifies the design, implementation, and testing of new RL algorithms by providing well-tested modular components that can be modified and extended. TF-Agents enables fast code iteration with good test integration and benchmarking. It includes a variety of agents such as DQN, PPO, REINFORCE, SAC, and TD3, each with their respective networks and policies. It also offers tools for building custom environments, policies, and networks, facilitating the creation of complex RL pipelines. TF-Agents supports both Python and TensorFlow environments, allowing for flexibility in development and deployment. It is compatible with TensorFlow 2.x and provides tutorials and guides to help users get started with training agents on standard environments like CartPole.

About

Cloud software for the consumer products industry and their supply chains. Solutions for material development, testing, color, compliance and collaboration. Texbase Testing reduces data entry costs, improves accuracy and timeliness of information preventing costly development delays. Texbase provides one location for all your testing data and documents. This includes your internal lab (if you have one), all your suppliers, and independent testing labs. Power users can easily create new test methods and define their data definitions without the help of Texbase, IT or consultants. Use the built-in protocols or define your own. The result is consistent and accurate data, fast. Regardless of where it's coming from or its purpose. Integrated fiber, yarn, fabric, and component libraries provide the tools you need to build digital libraries and manage the iterative development process to accelerate innovation while decreasing time to market.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Academic researchers searching for a tool to develop and test new reinforcement learning algorithms within the TensorFlow ecosystem

Audience

Companies seeking a solution to track their R&D, manage testing and connect them to their suppliers and customers

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Tensorflow
Founded: 2015
United States
www.tensorflow.org/agents

Company Information

Texbase
United States
www.texbase.com

Alternatives

Alternatives

LINK Services

LINK Services

Green Arrow Labs
TensorBoard

TensorBoard

Tensorflow
LiteRT

LiteRT

Google

Categories

Categories

Integrations

Python
TensorFlow

Integrations

Python
TensorFlow
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