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How to turn a game into an RL environment

From an idea to a trained 4B, with the dead ends left in

Blog

Audit model cards and post findings on Hugging Face

Agent Manager

Private cloud manager for AI coding CLI sessions

Survival Island Game

Watch an AI survive on a procedurally generated island

Wall Street of AI Agents

A multi-agent trading firm powered by small language models

AgentX - AI Browser Automation

Automate web tasks by describing them in plain text

Flowise

Build AI agents visually with no code

ML Agents Pyramids

Play a Unity ML‑Agents pyramid‑stacking demo

RL Environments 101 — Slides

Explore RL Environments 101 slide presentation

Coding Environment Server

Run Python code snippets in an interactive coding environment

Meta Ads Attribution Environment

Simulate Meta Ads attribution actions with RL steps

OpenCLAW SEED Agent

Monitor and control a self‑evolving research agent

BrowserGym Environment Server

Interact with an environment: send actions and view state

Metric Triage Env

Explore OpenEnv API via interactive Swagger UI

OpenEnv Food Delivery Environment Server

Explore and test OpenEnv API with interactive UI

Vision Coder OpenEnv

RL environment for screenshot-to-HTML generation

SanskritEnv

RL environment for Sanskrit manuscript interpretation

BrowserForge

Control and monitor browser automation workflows

C Hermes Agent

Run a natural‑language task autonomously with live progress logs

Hackathon Roulette

Spin to discover hidden gems from the Build Small Hackathon

agent-loop — FORGE Self-Improvement Orchestrator

Feedback loop — trace→learn→propose→approve→deploy

SQLab

SRE skills to manage SQL DBs in prod

RLM Interactive Console

Query a recursive language model for long‑context answers

Disaster Triage Environment

Strategic triage benchmark for resource-constrained agents.