Train your first Decision Transformer

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Train a Decision Transformer model from scratch to make a half-cheetah run using the transformers library

intermediate Published 8 Sept 2022
Action Steps
  1. Load the dataset and build a Custom Data Collator
  2. Train the Decision Transformer model using a transformers Trainer
  3. Fine-tune the model for a specific task, such as making a half-cheetah run
Who Needs to Know This

Machine learning engineers and AI researchers can benefit from this tutorial to learn how to train Decision Transformer models for offline decision-making tasks

Key Insight

💡 Decision Transformers can be used as decision-making models, and can be trained from scratch using the transformers library

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🤖 Train your first Decision Transformer model to make a half-cheetah run! 💻
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