# Uber Simulation

- **Event:** [OpenEnv Hackathon SF](https://cerebralvalley.ai/e/openenv-hackathon-sf)
- **When:** Mar 7 at 9:00 AM – Mar 8 at 12:00 AM (PST)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Ananta Verma](https://cerebralvalley.ai/u/anantaverma)
- **GitHub:** https://github.com/Anantaverma20/Uber-Simulation-
- **Demo video:** https://youtu.be/tNTB0RQ11f4
- **Hugging Face:** https://huggingface.co/spaces/Anantaverma20/Uber_Simulation/tree/main
- **Gallery:** https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery/91

OpenEnv Dispatch Demo is an Uber-style ride-dispatch RL environment built on OpenEnv. It simulates a workflow (request → match driver → fare → confirm → payment) while exposing drift (schema, API, and policy changes). An RL agent is trained with Stable-Baselines3 (PPO) to repair failures and restore the workflow. The repo includes a FastAPI mock API, Gymnasium env, drift engine, and a demo UI for running episodes with different drift settings.

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Markdown version of https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery/91. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt