Foundations · Evolution · Collaboration
Framework overview, definitions, and survey scope
Planning, tool use, and search capabilities
Feedback mechanisms, memory, and adaptation
Roles, collaboration, and collective intelligence
Math, code, science, healthcare, web agents
Evaluation methods and open problems
Explore the entire paper structure with an interactive D3.js visualization. Expand/collapse sections, view descriptions, and navigate directly to the reader.
Explore multiple reasoning paths with BFS, DFS, and Beam Search
Thought-Action-Observation loop with tool invocation
Generate-Critique-Revise loop for self-improvement
Flat, graph, and hierarchical memory architectures
Leader-Worker-Critic pattern with role coordination
Traditional vs agentic retrieval comparison
Think-then-Act under partial observability