ReinforceUI Studio is a Python-based application that streamlines the configuration and monitoring of Reinforcement Learning (RL) training. Its intuitive GUI removes the need for extra repositories or memorizing complex command lines. Main Window

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Why you should use ReinforceUI Studio

ReinforceUI Studio is designed to address common challenges in RL, making it an indispensable tool for researchers and practitioners.
  • Simplified RL Workflows: The intuitive GUI eliminates the need for complex command-line operations
  • Environment Support: Seamlessly integrates with MuJoCo, OpenAI Gymnasium, and DeepMind Control Suite.
  • Algorithm Customization: Adjust hyperparameters and algorithms or use optimized defaults for quick experiments.
  • Multi-Algorithm Support: Train and compare multiple algorithms simultaneously.
  • Real-Time Monitoring Dashboard: View training progress, metrics, and performance curves as they happen.
  • Comprehensive Data Logging: Automatically capture training data, evaluation results, plots, models, and videos for easy post-training analysis.
  • User-Friendly Training and Testing: Train, evaluate, and refine RL policies through a streamlined and intuitive workflow.