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Utility for visualizing the evolution of the Pareto front #14

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ffelten opened this issue Dec 23, 2022 · 2 comments
Open

Utility for visualizing the evolution of the Pareto front #14

ffelten opened this issue Dec 23, 2022 · 2 comments
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enhancement New feature or request good first issue Good for newcomers

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@ffelten
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ffelten commented Dec 23, 2022 •
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Plot 2D, 3D fronts with sns or similar.
Idea: find a way to visualize the evolution of the front over the training phase in wandb (kind of like a video recorder for the PF).

Idea2: an interactive tool for executing the policy being chosen on the Pareto front (hovered with mouse pointer or something similar).
@ffelten ffelten added the enhancement New feature or request label Dec 23, 2022
@LucasAlegre LucasAlegre added this to the MORL Baselines v1.0 milestone Dec 23, 2022
@ffelten ffelten added the good first issue Good for newcomers label Jan 26, 2023
@ffelten ffelten removed this from the MORL Baselines v1.0 milestone Mar 20, 2023
@LucasAlegre LucasAlegre changed the title Utility for plotting Pareto front Utility for visualizing the evolution of the Pareto front Jun 14, 2023
@LucasAlegre
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W&B linked me to https://wandb.ai/site/weave, which seems promising.

@LucasAlegre
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This feature request would solve our problem I believe:
wandb/wandb#6286

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@ffelten @LucasAlegre