2345as

Pinned Repositories

• optim-pv-battery

  Solution for DrivenData Challenge "Power Laws: Optimizing Demand-side Strategies" (using DQNs, policy networks)

  Language:Python24213

• heating-RL-agent

  A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.

  Language:Jupyter Notebook721613

• AA222FinalProject

  Final Project for AA 222: Engineering Design Optimization: Multi-Objective Optimization for Sizing and Control of Microgrid Energy Storage

  Language:Python41138

2345as's Repositories