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

[Feature Request] Have a render() function exposed for Gym environments to see agent performance #304

Open
bmcnns opened this issue May 25, 2024 · 0 comments
Assignees

Comments

@bmcnns
Copy link

bmcnns commented May 25, 2024

Motivation

When I'm training a RL model cumulative reward isn't always a true indicator of model performance. It's helpful for me to be able to see how an agent is interacting with the environment to ensure that the training performance is matching my expectation.

Solution

Ideally, I'd like to have a method of visualizing the environments. In particular the Gym, ALE, and Mujoco environments.
Individually, these environments typically expose a render() function of RGB output. Are these methods exposed in the envpool implementation?

Alternatives

None come to mind.

Additional context

Checklist

  • [ X ] I have checked that there is no similar issue in the repo (required)
@bmcnns bmcnns changed the title [Feature Request] Have a render() function exposed to see agent performance [Feature Request] Have a render() function exposed for Gym environments to see agent performance May 25, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants