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Experimental launch script #42

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merged 25 commits into from
Feb 20, 2024
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@ffelten ffelten commented Feb 6, 2024

  • Make a CLI (cleanRL-like) to launch experiments on different envs;
  • Add autotag feature for reproducibility;
  • Add multi policy logging to MOMAPPO;
  • Script to check the resulting policies on rendered env;
  • Fix versions properly (compat with Python 3.8);
  • Run MOMAPPO on MultiWalker and CrazyRL;
  • Test on HPC

Example command line to launch:
python momaland/learning/continuous/cooperative_momappo.py --env-id surround_v0 --seed 0 --ref-point -10 -10 --track

Generates this kind of beauty: https://wandb.ai/openrlbenchmark/MOMAland/runs/dsfo5vyz/overview

multi_objective_metrics

overview

@ffelten ffelten marked this pull request as ready for review February 19, 2024 08:31
@ffelten ffelten merged commit 0c5621d into main Feb 20, 2024
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@ffelten ffelten deleted the feature/cleanup_experimental_script branch February 20, 2024 08:16
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