Add simple policy gradient training file #15
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corentinlger
commented
Jun 18, 2024
corentinlger
commented
- Add simple policy gradient training file (kanpg.py)
- Add utils for KAN and MLP networks (networks.py)
- Add a general util file (currently only use for the to set_all_seeds function)
- Update kaqn.py file accordingly (with elements from networks.py and util.py)
- Add different config files for kaqn and kanpg in a conf/ directory
- Update plotting file and results
* Add directory for config files * Add simple policy gradient training file * Update plotting file and results * Add regularization in utils and use it in pg training * Update plotting file and plots * Add reward to go to policy gradient * Update results
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