Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Trace Evolution Bench: Measuring Whether Agents Improve from Their Own Environment Traces
Fangfei Li, Chenyang Zhao, Long Wang +2
Self-evolving agents are usually scored by endpoint Gain: held-out success after an update minus success before. That difference can credit a frozen rescore as evolution. We introd…
cs.AI2025
SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation
Sergio Burdisso, Séverin Baroudi, Yanis Labrak +8
We present SDialog, an MIT-licensed open-source Python toolkit that unifies dialog generation, evaluation and mechanistic interpretability into a single end-to-end framework for bu…