Computer software that attempts to accurately simulate auto racing.
Assetto Corsa OpenAI Gym Environment
An interactive F1 race simulator using Reinforcement Learning (PPO, Q-learning) and Streamlit to optimize pit stop strategies based on dynamic conditions.
Open Racing Manager is F1 styled minimalistic old school manager akin to Motorsport Manager made with Pyxel and Python. We strive to achieve compelling simulation and difficulty without putting effort in graphics
Project Cars 2 and F1 2020 Dashboard
End-to-end self-driving AI in Forza using PyTorch, screen capture, telemetry, Grad-CAM, and virtual controller feedback.
CarX Drift Racing stuff; live chase drone camera, local network web dashboard, local network outgauge API, etc.
Extended Motorsports Open Gauge - a new JSON automotive standard
Use Computer Vision to emulate car pedals to Games like Asseto Corsa, Automibista, Le Mans Ultimate, etc.
Deep RL racing simulator with DQN & PPO agents, side-by-side comparison training, model evaluation, and interactive track builder. Built with PyTorch and Pygame.