# Midas

- **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:** [Kaniska Mandal](https://cerebralvalley.ai/u/kanisk)
- **GitHub:** https://github.com/kaniska/MarketForge/, https://github.com/kaniska/OverSight-Agent/, https://huggingface.co/spaces/kenmandal/market-forge-env/tree/main
- **Website:** https://github.com/kaniska/MarketForge/blob/main/train_market_forge_notebook.py , https://github.com/kaniska/MarketForge/blob/main/train_market_forge.py
- **Demo video:** https://youtu.be/o7vfa42qPDw
- **Hugging Face:** https://huggingface.co/spaces/kenmandal/market-forge-env , https://github.com/kaniska/MarketForge/
- **Gallery:** https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery/9

MarketForge is an AI-powered market intelligence platform that uses reinforcement learning to train smart agents to make optimal trading and negotiation decisions. Created with OpenEnv, it functions as a virtual marketplace or "flight simulator" for traders where AI agents practice and master strategies safely before deployment.The platform trains Large Language Models (LLMs) through four core pillars of multi-agent interaction:Cooperation: Building supply chains to create compound goods.Competition: Participating in continuous double auctions for scarce resources.Negotiation: Proposing and accepting natural language bilateral deals.Coalition: Forming dynamic buying and selling alliances based on reputation.By running thousands of simulated trades and learning from a reward system , the AI agents help businesses eliminate pricing guesswork , navigate market disruptions , and accelerate deal-making.

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Markdown version of https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery/9. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt