TF-AgentsTensorflow
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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.
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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.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Telecom providers, utility companies, electric cooperatives, and small cell deployment teams
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Audience
Academic researchers searching for a tool to develop and test new reinforcement learning algorithms within the TensorFlow ecosystem
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and VideosNo images available
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationD8Averse
Founded: 2023
United States
d8averse.com
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Company InformationTensorflow
Founded: 2015
United States
www.tensorflow.org/agents
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Integrations
Python
TensorFlow
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