Implement Bandit Scheduler - Githubissues

icaros-usc / pyribs

A bare-bones Python library for quality diversity optimization.

https://pyribs.org

MIT License

208 stars 32 forks source link

Implement Bandit Scheduler #299

Closed itsdawei closed 1 year ago

itsdawei commented 1 year ago

Description

This is based on the paper Multi-Emitter MAP-Elites.

We will ignore DQDEmitters for now.

The initial active list of emitters are the top $n$ in the list.

TODO

[x] Implement BanditScheduler
[x] Add to sphere.

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