Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Curriculum Learning with Omnisafe or Safe-Policy-Optimization #298

Closed
3 tasks done
fardinabbasi opened this issue Jan 16, 2024 · 2 comments
Closed
3 tasks done

Curriculum Learning with Omnisafe or Safe-Policy-Optimization #298

fardinabbasi opened this issue Jan 16, 2024 · 2 comments
Labels
question Further information is requested

Comments

@fardinabbasi
Copy link

fardinabbasi commented Jan 16, 2024

Required prerequisites

Questions

Given the varying levels of difficulty within Safety-Gymnasium environments, can curriculum learning be implemented to progressively train agents, starting with simpler environments and gradually advancing to more complex ones?

Please also address this question in the context of the Safe-Policy-Optimization project.
Thanks

@fardinabbasi fardinabbasi added the question Further information is requested label Jan 16, 2024
@Gaiejj
Copy link
Member

Gaiejj commented Jan 19, 2024

Our recent cursory investigation into curriculum learning posits their significance in achieving a safer policy. Currently, OmniSafe and SafePO do not endorse this feature. If you're an expert in this domain, we cordially invite you to initiate a Pull Request like #300 . We'd be more than pleased to conduct a review.

@Gaiejj
Copy link
Member

Gaiejj commented Apr 6, 2024

Closed due to no further questions. You're welcome to reopen it if you happen to have more issues.

@Gaiejj Gaiejj closed this as completed Apr 6, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
question Further information is requested
Projects
None yet
Development

No branches or pull requests

2 participants