EXG: Self-Evolving Agents with Experience Graphs

In three linesEXG is an experience graph framework for self-evolving LLM-based agents. It organizes successes and failures into structured, relational representations, enabling real-time cross-task experience reuse and offline reuse as external memory. Tested on code generation and reasoning benchmarks, EXG outperforms reflection and memory-based baselines.

Summary generated by Claude — human-verified