rladv 0.0.3

A simple plotter for comparing two reinforcement learning algorithms on multiple environments

rladv

A simple plotting utility for algorithm performance comparison in reinforcement learning benchmarks. Plot the relative advantage of your algorithm against your baseline.

Installation

pip install wandb tqdm rladv

Usage

1. Run your algorithm and a baseline on a benchmark, logging the target performance metric to wandb.

2. Generate the plot:

import rladv
rladv.plot_advantage(project="my_project", comparison_variable="my_metric", cache=True, use_cached=True)

Example Plot: