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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
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The text was updated successfully, but these errors were encountered:
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[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
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
The text was updated successfully, but these errors were encountered: