#program synthesis

EG-CFG introduces real-time execution feedback into code generation, significantly improving performance on major benchmarks and surpassing leading models like GPT-4.

PoE-World introduces a modular symbolic approach that surpasses traditional reinforcement learning methods in Montezuma’s Revenge with minimal data, enabling efficient planning and strong generalization.