carolinewang01 commited on
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dm2 data for 3sv4z and 5v6

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3sv4z/3sv4z_data_note.txt ADDED
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+ Data used for 3sv4z experiments:
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+
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+ QMIX demonstrations: use path
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+ "qmix_3sv4z/qmix_sc2_saved-data=3003-eval-only-eps=0.05__seed=111111_07-31-14-56-08/"
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+ this data was sampled from the expert QMIX policy with random action epsilon=0.05. we found that having
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+ some stochasticity in the expert data was necessary for IPPO to learn well.
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+ the path "qmix_3sv4z/qmix_sc2_saved-data=3003-eval-only__seed=111111_07-27-17-04-09/_eval" contains data
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+ that was sampled with epsilon=0.0
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+
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+ IPPO demonstrations: use path "ippo_3sv4z/ippo_sc2_baseline_seed=119527_01-23-20-41-57/". as indicated in the paper,
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+ we used timesteps corresponding to 5M and 7M steps.
3sv4z/ippo_3sv4z.zip ADDED
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3sv4z/ippo_3sv4z_tb_logs.zip ADDED
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3sv4z/qmix_3sv4z.zip ADDED
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5v6/5v6_data_note.txt ADDED
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+ QMIX demos:
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+ use path qmix_5v6/qmix_sc2_saved-data=5005-eval-only-eps=0.025__seed=111111_07-31-14-41-26/_eval
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+ we use data sampled with epsilon=0.025
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+
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+ iPPO demos:
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+ use path ippo_5v6/agents_batches/ippo_sc2_saved-batchsize=5005_seed=112358_03-06-21-12-41/
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+ as indicated in the paper, we use timesteps 5M and 7M.
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+
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+ the other seeds (with the same name pattern) are for the ablation experiment where we use a different seed of demonstration data
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+ for each agent in the team.
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+
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+ the path ippo_5v6/agents_batches/ippo_sc2_saved-batchsize=5000-ts=<TS>-concurrent-demos-diff-policies-DATAONLY_seed=92814_01-17-22-42-49/_eval/
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+ is for the ablation where we use demo data created by running policies trained w/different seeds in the same environment.
5v6/ippo_5v6_tb_logs.zip ADDED
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+ size 19776169
5v6/qmix_5v6.zip ADDED
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