pagand / ORL_optimizer

offline RL optimizer
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Offline RL optimizer

Disclaimer

This code is is based on the paper DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning accepted at AAAI'2022.

Usage

The code of combustion simulator is in Simulator/simrnn_model.py, the code of model-based offline RL framework, MORE, is in RL/primal_dual_ddpg.py.

For rebrac:

python3 CORL/algorithms/offline/rebrac.py --config_path="CORL/configs/offline/rebrac/halfcheetah/medium_v2.yaml"