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Reinforcement Learning: Soft Actor-Critic + LQR Controller for Pendubot Swing-up

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Di40/SoftActorCritic-Pendubot

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Pendubot swing-up using Soft Actor-Critic

First execute the setup file, which will create double_pendulum folder, by downloading it from GitHub:

bash setup.sh

Then, if you want to train the model, run:

python train.py

This will save the best model, and TensorBoard logs to log_data directory.

Finally, to test the trained agent on the simulation environment, run:

python evaluate.py

This will create a .mp4 video of the simulation and a .png photo.

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Reinforcement Learning: Soft Actor-Critic + LQR Controller for Pendubot Swing-up

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