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Carbon Market Simulation with Adaptive Economic Design

Simulator Structure

Our demo video is available at Google drive

How to train

Install dependencies:

pip install -r requirements.txt

To start training low-level Enterprise agents with defuat configuration:

python3 rllib/training_script.py --run_dir rllib/exp/defuat

After loading pre-trained Enterprise agents' parameters, we can start training high-level Government agents:

python3 rllib/training_script.py --run_dir rllib/exp/pl1

Our experiment results

Social_welfare

Visualisation

We also implement visualisation of our simulator with saved logs in test episodes, please follow the guide.

Visualisation_dash

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