This repository implements the HER algorithm in PyTorch to train DDPG agents on OpenAI Gym’s Fetch robotic manipulation environments. The implementation supports multi-process training via MPI and includes pre-trained models for FetchReach, FetchPush, FetchPickAndPlace, and FetchSlide tasks. It builds on the OpenAI Baselines codebase and targets robotics research applications.