Utility for visualizing the evolution of the Pareto front

LucasAlegre / morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

https://lucasalegre.github.io/morl-baselines

MIT License

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Utility for visualizing the evolution of the Pareto front #14

Open ffelten opened 1 year ago

ffelten commented 1 year ago

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).

LucasAlegre commented 1 year ago

W&B linked me to https://wandb.ai/site/weave, which seems promising.