Skip to Main Content

Iron Seed

OpenEnv Hackathon SF

My project is to simulate a VC portfolio. The agent is a VC who is given to manager a $100M fund for 1 quarter. Agent's goal is to maximize the return of the fund. It has a total of 5 turns and it gets rewards at the end of quarter based on the performance of the fund. There are small interim reward based on the paper valuation of startups invested in. There are a total of 30 startups and 3 rival VCs and in every simulation, environment picks 3 startups and 1 rival VC from this mock dataset of startups and VCs.

Team

Placement

Participant

More from OpenEnv Hackathon SF

Noclue

Kube SRE Gym is a self-improving RL environment where a small language model (Qwen3-1.7B) learns to diagnose and fix real Kubernetes production incidents…

Noclue project preview

Zero Shot Cancer

RL environment for autonomous biologist agents. Simulate an entire biological worldstate based on scientifically-accurate single-cell standards. Naive agents…

Zero Shot Cancer project preview

Lambda

ShopRLVE-GYM HF Blog https://huggingface.co/blog/thebajajra/shop-rlve-gym

Lambda project preview

Play-gent

Our agent uses OpenEnv to build a curriculum of video game environments that train a TinyLlama 1.1B agent via GRPO reinforcement learning. We implement three…

Play-gent project preview

Gaia

GAIA is an OpenEnv-compatible geospatial reasoning environment where an AI agent infers hidden real-world locations using multi-step tool calls (terrain…

drive.google.com/…

Deepmind Ace

Voyager-VRAM is a long-horizon workplace simulator where LLM agents must navigate a realistic office environment ( emails, Slack, shared drive, spreadsheets…

Deepmind Ace project preview