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 • 99 -
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 • 235 -
Toward Efficient Agents: Memory, Tool learning, and Planning
Paper • 2601.14192 • Published • 57 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202 -
Memory in the Age of AI Agents
Paper • 2512.13564 • Published • 155 -
Adaptation of Agentic AI
Paper • 2512.16301 • Published • 108