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45 RL environment and model #52

Merged
merged 27 commits into from
Aug 27, 2024
Merged

45 RL environment and model #52

merged 27 commits into from
Aug 27, 2024

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ArzhelaR
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Closes #45
Add a reinforcement learning environment for the meshing problem.
Integrate the PPO and actor-critic models, along with the reinforce algorithm and a neural network policy.
New module for visualizing both the mesh and the dataset, and new functions to plot the learning process.
The main file has been divided into two separate files: "train" and "user_game."

@ArzhelaR ArzhelaR self-assigned this Aug 27, 2024
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codacy-production bot commented Aug 27, 2024

Coverage summary from Codacy

See diff coverage on Codacy

Coverage variation Diff coverage
+0.25% (target: -1.00%) 83.78%
Coverage variation details
Coverable lines Covered lines Coverage
Common ancestor commit (f66cba8) 613 541 88.25%
Head commit (d03f6d8) 670 (+57) 593 (+52) 88.51% (+0.25%)

Coverage variation is the difference between the coverage for the head and common ancestor commits of the pull request branch: <coverage of head commit> - <coverage of common ancestor commit>

Diff coverage details
Coverable lines Covered lines Diff coverage
Pull request (#52) 74 62 83.78%

Diff coverage is the percentage of lines that are covered by tests out of the coverable lines that the pull request added or modified: <covered lines added or modified>/<coverable lines added or modified> * 100%

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@ArzhelaR ArzhelaR merged commit f904e1f into main Aug 27, 2024
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@ArzhelaR ArzhelaR deleted the 45-RL_Actor_Critic branch August 27, 2024 11:52
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RL - Actor-Critic Function
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