A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10, 2025 • 101
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence Paper • 2507.21046 • Published Jul 28, 2025 • 87
Mara Chain: Rethinking Failure as a Stepping Stone for AI System Auto-Evolution Paper • 2609.35855 • Published 19 days ago • 9
REMORY: Learning Residual Memory for Context Compaction Paper • 2610.11287 • Published 6 days ago • 55
Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks Paper • 2610.11794 • Published 6 days ago • 42