TF-Agents

TF-Agents

Tensorflow
+
+

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About

D8Averse is a field-first technology company helping telecom providers, utility companies, electric cooperatives, and small cell deployment teams modernize how they collect and manage aerial pole data. Our flagship product, D8Acapture, is a mobile-based platform that enables a single technician to capture AR-accurate pole measurements, GPS-tagged photos, attachment data, and compliance-ready records using just an iPhone or iPad. Whether you are rolling out broadband, preparing for storm season, supporting joint-use audits, or accelerating 5G permitting, D8Acapture eliminates bulky gear, reduces truck rolls, and improves data accuracy. Teams can sync data instantly from the field to engineering, enabling faster deployments, better decisions, and measurable ROI across the infrastructure lifecycle.

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.

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

Telecom providers, utility companies, electric cooperatives, and small cell deployment teams

Audience

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

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

No images available

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

D8Averse
Founded: 2023
United States
d8averse.com

Company Information

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

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Categories

Categories

Integrations

Python
TensorFlow

Integrations

Python
TensorFlow
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