FIELD NOTES TOPIC

agent optimization

2 notes, newest first.

  1. Do Agent Optimizers Compound? A Continual-Learning Evaluation on Terminal-Bench 2.0

    Source note ·

    The research evaluates if improvements from agent-optimization methods can stack up over time in a continual learning setting. Three optimizer-driven methods (GEPA, Meta Harness, and RELAI's Verifiable Continual…

  2. Do Agent Optimizers Compound? A Continual-Learning Evaluation on Terminal-Bench 2.0

    Source note ·

    Researchers investigated if improvements made by agent-optimization methods persist when agents are optimized again on new tasks. They found that one method called RELAI-VCL was the only one that both transferred…