Efficient Agents: Building Effective Agents While Reducing Cost
Paper
• 2508.02694 • Published
• 86
Agents
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A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Paper • 2508.07407 • Published • 98 -
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
Paper • 2508.09736 • Published • 58 -
Memp: Exploring Agent Procedural Memory
Paper • 2508.06433 • Published • 36 -
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
Paper • 2508.08088 • Published • 29 -
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
Paper • 2507.09477 • Published • 88 -
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 233