Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

Deep reinforcement learning algorithms is applied on a pump which control temperature of water floating into the underfloor heating system and controlling open/close valves for circuits depending o…

Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)

Power System simulation tool to visualize the steady state power system operation, such as optimal power flow and state estimation. The functions also include generating false data injection (FDI) …

Implementation of Large Margin aware Focal (LMF) loss

simulate centralized and distributed power grid, in order to implement state estimation and bad data detection. Also, simplest FDI Attack.

An implementation of RVFL+ and KRVFL+ with MATLAB and Python

DQN, double DQN and Dueling DQN in electric power sistem control