A simple plotting utility for algorithm performance comparison in reinforcement learning benchmarks. Plot the relative advantage of your algorithm against your baseline.
pip install wandb tqdm rladv
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Run your algorithm and a baseline on a benchmark, logging the target performance metric to wandb.
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Generate the plot:
import rladv
rladv.plot_advantage(project="my_project", comparison_variable="my_metric", cache=True, use_cached=True)
Example Plot: