Self-Designed Evaluators and Warm Memory for Long-Horizon Agents

Saeid Asgari, Emre Kiciman, Leonardo de Oliveira Nunes +1

A tool-using language-model agent deployed over a long stream of tasks receives no reward, so it cannot tell whether it succeeded, cannot safely retry, and cannot label the experie…