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facebookresearch / BenchMARL

A collection of MARL benchmarks based on TorchRL
https://benchmarl.readthedocs.io/
MIT License
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Plotting #63

Closed prinshul closed 9 months ago

prinshul commented 9 months ago

Hi,

Is it possible to run multiple expmnts. with tuned hyperparameters like below? python fine_tuned/vmas/vmas_run.py -m algorithm=mappo,maddpg task=vmas/balance seed=0,1,2 (Two algos on balance with three seeds)

If not, can you suggest how multiple runs can be plotted in a single plot if I have .json in "marl_eval" format for each run? I tried but was unable to get a single plot with multiple json files.

Thanks.

matteobettini commented 9 months ago

Yes it is possible and it is done exactly like that.

If you look at https://github.com/facebookresearch/BenchMARL/blob/6aae619360702263f36096ca0ea40960abf88a3c/benchmarl/eval_results.py there are utils to plot results given the folder of a hydra multirun

matteobettini commented 9 months ago

See the main function of that file for an example