How to Log, Explore, Compare the RL Agent Training Metadata

0 min
Kamil Kaczmarek
21st April, 2022

What will you learn?

How you can log, explore and compare the RL agent training metadata in Neptune.

  • 00:12

    Introduction to the CartPole RL problem

  • 00:40

    How to connect to Neptune and create a run?

  • 01:18

    Logging metadata in a hierarchical structure

  • 02:15

    How to log charts, metrics, agent-specific metadata to Neptune?

  • 03:41

    How to log images and other artifacts to Neptune?

  • 04:16

    Logging a series of images

  • 04:47

    Uploading the model

  • 05:04

    What will the results look like in the Neptune UI?

  • 06:26

    Some visualizations of the input screen and the training episode

  • 07:08

    Exploring the dashboards

Other useful resources

See also the article to learn how to make sense of the reinforcement learning agents.Ā 

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