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upvoted 2 papers 20 days ago

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

upvoted 3 papers 22 days ago

Mara Chain: Rethinking Failure as a Stepping Stone for AI System Auto-Evolution

Paper • 2609.35855 • Published Sep 25 • 8

REMORY: Learning Residual Memory for Context Compaction

Paper • 2610.11287 • Published 25 days ago • 55

Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks

Paper • 2610.11794 • Published 25 days ago • 44

upvoted an article 23 days ago

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Article

Proximal Policy Optimization (PPO)

• 

ThomasSimonini

•

Aug 5, 2022

• 99