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Implementation of Research paper, Deep reinforcement learning based framework for energy optimization and thermal comfort control in smart buildings

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__pycache__		__pycache__
custom_gym/envs		custom_gym/envs
model_store		model_store
plots		plots
DDPG.py		DDPG.py
README.md		README.md
hvac_data.csv		hvac_data.csv
main.py		main.py
model.py		model.py
utils.py		utils.py

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drl

Deep Deterministic Policy Gradients (DDPG) for learning the thermal control policy.

Deep Deterministic Policy Gradient:
https://spinningup.openai.com/en/latest/algorithms/ddpg.html

Research Paper:
https://arxiv.org/abs/1901.04693

PyTorch based Library:
https://github.com/vitchyr/rlkit

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Implementation of Research paper, Deep reinforcement learning based framework for energy optimization and thermal comfort control in smart buildings

deep-reinforcement-learning

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