agent-based-modeling-in-electricity-market-using-DDPG-algorithm

Agent-Based Modeling in Electricity Market Using Deep Deterministic Policy Gradient Algorithm

Dependencies

• Python 3.7
• Pytorch 1.0.1

Run

• VRE algorithm in 3-bus system:

python run_VRE_3-bus.py

• Q-Learning algorithm in 3-bus system:

python run_Q-Learning_3-bus.py

• DDPG algorithm in 3-bus system:

python run_DDPG_3-bus.py

• DDPG algorithm in 30-bus system:

python run_DDPG_30-bus.py

TODO