Automatic Generation of High-Performance RL Environments

In three linesAutomated methodology to generate high-performance RL environments using generic prompts, hierarchical verification, and cross-backend policy transfer. Demonstrated on 5 environments (PyBoy→EmuRust, Pokemon Showdown→PokeJAX, new TCGJax). Overhead <4% at 200M parameters.

Summary generated by Claude — human-verified