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opendilab avatar

opendilab/DI-engine

0
View on GitHub↗
3,616 stars·433 forks·Python·Apache-2.0·8 viewsdi-engine-docs.readthedocs.io↗

DI Engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Features

  • Reinforcement Learning - Decision AI engine for reinforcement learning.
  • Research Platforms - Generalized decision intelligence engine supporting deep reinforcement learning.
  • Reinforcement Learning Frameworks - Comprehensive framework for decision AI and reinforcement learning research.

Star history

Star history chart for opendilab/di-engineStar history chart for opendilab/di-engine

How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.

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Frequently asked questions

What does opendilab/di-engine do?

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

What are the main features of opendilab/di-engine?

The main features of opendilab/di-engine are: Reinforcement Learning, Research Platforms, Reinforcement Learning Frameworks.

What are some open-source alternatives to opendilab/di-engine?

Open-source alternatives to opendilab/di-engine include: kengz/slm-lab — Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep… nervanasystems/coach. deepmind/lab — Lab is a customizable 3D platform and research testbed designed for training and testing autonomous agents using… deepmind/trfl — TensorFlow Reinforcement Learning. matthiasplappert/keras-rl — Deep Reinforcement Learning for Keras. reinforceio/tensorforce — Tensorforce: a TensorFlow library for applied reinforcement learning.

Open-source alternatives to DI Engine

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    Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

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  • deepmind/labdeepmind avatar

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    Lab is a customizable 3D platform and research testbed designed for training and testing autonomous agents using reinforcement learning. It serves as a spatial AI training simulator where agents can be evaluated through navigation and puzzle-solving tasks. The environment allows for the definition of complex layouts and task behaviors through external scripting, enabling the generation of specific challenges for AI research. It supports both automated training via standard API bindings and manual agent control to validate simulation dynamics. The system utilizes a grid-based spatial represen

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  • matthiasplappert/keras-rlmatthiasplappert avatar

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    Deep Reinforcement Learning for Keras.

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