Self evolving agent
Part of Agentic systems and tool use
Self evolving agent is gaining ground in AI research: 0.3% to 0.4% of new AI papers, +0.1 points. It ranks #12 of 214 by gain in share. As of Oct 10, 2026.
- Change in share
- +0.1 pts
- Share, last 3 months
- 0.4%
- Papers, last 3 months
- 120
- Ready for products
- 2.5 / 5
More in Agentic systems and tool use
Self improving agent0.1% → 0.3%+0.2 ptsContext management0.2% → 0.3%+0.1 ptsAgentic reinforcement learning0.1% → 0.2%+0.1 ptsAgent memory management0.1% → 0.2%+0.1 ptsAgentic search0.1% → 0.2%+0.1 ptsGui agent0.1% → 0.1%+0.1 ptsSoftware engineering agent0.1% → 0.1%+0.0 ptsAgent memory0.2% → 0.2%+0.0 ptsAgentic workflow0.3% → 0.3%+0.0 ptsTool calling0.1% → 0.1%+0.0 pts
Companies working on it
Self evolving agent: quick answers
Yes. Its share of new AI papers went from 0.3% to 0.4%, with 120 papers in the last 3 months.