DI-engine is a unified reinforcement learning (RL) platform for reproducible and scalable RL research. It offers modular pipelines for various RL algorithms, with an emphasis on production-level training and evaluation.

Features

  • Supports a wide range of RL algorithms including off-policy and on-policy methods
  • Modular and reusable components for flexible experimentation
  • Focuses on reproducibility with standardized benchmarks
  • Provides distributed training and large-scale deployment tools
  • Compatible with Gym, PettingZoo, and custom environments

Project Samples

DI-engine Screenshot 1

Project Activity

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Categories

Reinforcement Learning Frameworks

License

Apache License V2.0

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Additional Project Details

Programming Language

Python

Related Categories

Python Reinforcement Learning Frameworks

Registered

2025-03-13
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