REA Turns App Recordings into RL Environments; 'Wave of Sloppy Envs' Incoming

teortaxesTex · x · 2026-10-29

teortaxesTex shares REA's docs: record a web app session, turn its API into tools, and export a runnable AgentEnv environment — add task goals and reward checks and it's ready for RL training or evaluation. The docs include a copy-paste prompt specifying your local app URL, allowed folder operations, output folder, and verification rules. His take: tools like this will unleash a wave of sloppy RL environments, and IP holders' pushback stage will be skipped quickly as these tools keep improving — RL environment supply is about to explode.

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