# Random06

- **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:** [Yash Joshi](https://cerebralvalley.ai/u/random06)
- **GitHub:** https://github.com/YashJoshi2109/OpenEnv_Hack.git
- **Website:** https://colab.research.google.com/drive/1Fq5V7xZ8pRmlDFKfjYTRbOhjW-mfCZZH?usp=sharing
- **Demo video:** https://youtu.be/Qs98dA0bv2Q?si=AFoLSxsfdAqPE-V2
- **Hugging Face:** https://huggingface.co/spaces/yashj2110/negotiation-arena-v2
- **Gallery:** https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery/32

SalaryNegotiationArena is an OpenEnv MCP environment where LLM agents learn salary negotiation by sparring with 5 AI hiring experts with hidden priorities and styles (analytical, aggressive, collaborative, bureaucratic, visionary). It runs on a Docker-isolated FastAPI MCP server exposing negotiation tools: propose, counter, accept, reject, walk_away.

| Profile | Salary | Equity | Start | Priority 
| Balanced | 0.4 | 0.3 | 0.3 | Mix 
| Cash-heavy | 0.7 | 0.1 | 0.2 | Salary 
| Equity-heavy | 0.2 | 0.6 | 0.2 | Equity 
| Fast-start | 0.2 | 0.2 | 0.6 | ASAP 

Training uses GRPO (TRL) on Qwen2.5 with LoRA. Curriculum learning, self-play, and persona drift improve robustness, increasing deal success while reducing negotiation turns.

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Markdown version of https://cerebralvalley.ai/e/openenv-hackathon-sf/hackathon/gallery/32. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt