Add `cma_mae` tutorial - Githubissues

icaros-usc / pyribs

A bare-bones Python library for quality diversity optimization.

https://pyribs.org

MIT License

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Add `cma_mae` tutorial #273

Closed itsdawei closed 1 year ago

itsdawei commented 1 year ago

Description

Add cma_mae and cma_maega tutorial.

(show how it is different from CMA-ME; explain thresholds; use sphere)

TODO

[x] Tell people to set threshold min to some slightly smaller value
[x] CMA-MAE and CMA-MAEGA Tutorial
[x] Avoid tqdm
[x] add learning_rate visualization
[x] Use normalized qd score
[ ] Link to DQD tutorial after #267 is merged

Status

[x] I have read the guidelines in CONTRIBUTING.md
[x] I have formatted my code using yapf
[x] I have tested my code by running pytest
[x] I have linted my code with pylint
[x] I have added a one-line description of my change to the changelog in HISTORY.md
[x] This PR is ready to go