A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Paper
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2508.07407
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Published
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98
Research and ideas
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A Survey on Diffusion Language Models
Paper • 2508.10875 • Published • 34 -
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
Paper • 2508.06471 • Published • 192 -
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models
Paper • 2508.09968 • Published • 15 -
MolmoAct: Action Reasoning Models that can Reason in Space
Paper • 2508.07917 • Published • 44 -
STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer
Paper • 2508.10893 • Published • 31 -
SSRL: Self-Search Reinforcement Learning
Paper • 2508.10874 • Published • 97 -
XQuant: Breaking the Memory Wall for LLM Inference with KV Cache Rematerialization
Paper • 2508.10395 • Published • 42 -
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
Paper • 2508.09736 • Published • 57