Reinforcement Learning and Deep RL Python Theory and Projects - Evaluation and Testing

Reinforcement Learning and Deep RL Python Theory and Projects - Evaluation and Testing

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Information Technology (IT), Architecture, Science

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The video tutorial covers the evaluation and testing of a model using the evaluate policy method from a stable baseline evaluation class. It demonstrates how to pass a model and environment to the method, set the number of episodes, and render settings for Google Colab. The tutorial shows the model's performance improvement after training, with a significant increase in rewards and stability. It also explains how to test the model by predicting actions and updating states, achieving high accuracy. The video concludes with a brief mention of future steps, including adding callbacks and criteria for early stoppage.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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