hexiao5886 / DRL-for-Job-Shop-Scheduling Public

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Address the JSP problem through DRL, including mlp, gcn, transformer policies.

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Name		Name	Last commit message	Last commit date
Latest commit History 55 Commits
.ipynb_checkpoints		.ipynb_checkpoints
GIN_dir		GIN_dir
GNN		GNN
Job-Shop-main_nips		Job-Shop-main_nips
L2D		L2D
__pycache__		__pycache__
figs/p0.5cv0.2epochs10		figs/p0.5cv0.2epochs10
figs_no_future_infomation		figs_no_future_infomation
gymjsp		gymjsp
imitation_learning		imitation_learning
jobshop		jobshop
plots_training_dynamic		plots_training_dynamic
plots_training_dynamic_gcn		plots_training_dynamic_gcn
policies		policies
rl		rl
sols		sols
README.md		README.md
experiment copy.ipynb		experiment copy.ipynb
fluctuate_policy_vs_heuristic.csv		fluctuate_policy_vs_heuristic.csv
generatedData6_6_Seed200.npy		generatedData6_6_Seed200.npy
git_tutorials.txt		git_tutorials.txt
ortools-tutorial.ipynb		ortools-tutorial.ipynb
ortools_get_makespan.py		ortools_get_makespan.py
ortools_scheduler.py		ortools_scheduler.py
test-ortools_scheduler.ipynb		test-ortools_scheduler.ipynb
test_dqn_mlp_explain.ipynb		test_dqn_mlp_explain.ipynb
test_dqn_mlp_explain_ft06.ipynb		test_dqn_mlp_explain_ft06.ipynb
test_dqn_mlp_total.ipynb		test_dqn_mlp_total.ipynb
test_dqn_mlp_total.py		test_dqn_mlp_total.py
test_dqn_staic.csv		test_dqn_staic.csv
test_dqn_staic_large_vs_mor.csv		test_dqn_staic_large_vs_mor.csv
test_dqn_stochastic.ipynb		test_dqn_stochastic.ipynb
test_dqn_total_5_4.ipynb		test_dqn_total_5_4.ipynb
tianshou_dqn_ft06.ipynb		tianshou_dqn_ft06.ipynb
tianshou_ppo.ipynb		tianshou_ppo.ipynb
tianshou_ppo.py		tianshou_ppo.py
tianshou_ppo_ft06.ipynb		tianshou_ppo_ft06.ipynb
tianshou_ppo_vs_ortools copy.ipynb		tianshou_ppo_vs_ortools copy.ipynb
train_dqn.ipynb		train_dqn.ipynb
train_dqn.py		train_dqn.py
train_dqn_gcn.ipynb		train_dqn_gcn.ipynb
train_dqn_gcn.py		train_dqn_gcn.py
train_dqn_random_instances.ipynb		train_dqn_random_instances.ipynb