S2R RL Inverted Pendulum

A sim-to-real rotary pendulum control system built with Python, PyTorch, and Gymnasium.

Combines a custom PPO implementation with LQR-based pretraining, then deploys the learned policy to physical hardware using encoder-based state estimation.