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liuruoze / Thought-SC2

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way_to_train_dream_model.txt 615 Bytes
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liuruoze 提交于 2020-09-17 09:31 . * first commit
1. extract_sc_for_dream.py, collect data for vae amd rnn.
2. vae_train_sc_dream.py, train vae.
3. series_sc_dream_1.py, use the trained vae to prepossing the data for rnn training.
4. rnn_train_sc_dream.py, train the rnn to generate rnn model and initial_z.
5. train_in_dream.py, use the rnn as a dream to train a policy.
6. eval_mini_srcgame_dream.py, test or train the policy on the real SC2.
for an iterative process, continue from step 1, and add '_X' to represent the file.
X means the number of iteration, from 1 to n.
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