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TFstack is an MARL software-wise system which is aiming for inverse design, optimization that covering basically all thin films problems

Apache-2.0 license

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Name		Name	Last commit message	Last commit date
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LICENSE		LICENSE
Memory_env.py		Memory_env.py
PPO_agent.py		PPO_agent.py
PSO.py		PSO.py
README.md		README.md
tmm_core.py		tmm_core.py

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TFstack

Thin Flim stacking Multi-agent reinforcement learning platform

Designing for finding Max/Min Optical response, Bandpass filter and antireflective coating

The project is finished and we found the general reward function that works in both max/min response, antireflective coating and bandpass design in random or periodic stacking geometry

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TFstack is an MARL software-wise system which is aiming for inverse design, optimization that covering basically all thin films problems

reinforcement-learning multiagent-reinforcement-learning transfer-matrix-method thin-films optical-thin-films

Apache-2.0 license

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