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

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

Primary LanguagePython

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

VRE

  • Q-Learning algorithm in 3-bus system:
python run_Q-Learning_3-bus.py

Q-Learning

  • DDPG algorithm in 3-bus system:
python run_DDPG_3-bus.py

DDPG-3

  • DDPG algorithm in 30-bus system:
python run_DDPG_30-bus.py

DDPG-30

TODO