Agents Thinking Fast and Slow: A Talker-Reasoner Architecture
Paper • 2410.08328 • Published
Multi-Agent
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SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
Paper • 2305.17390 • Published • 4 -
SRMT: Shared Memory for Multi-agent Lifelong Pathfinding
Paper • 2501.13200 • Published • 70 -
Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems
Paper • 2502.11098 • Published • 13 -
PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC
Paper • 2502.14282 • Published • 29 -
OAgents: An Empirical Study of Building Effective Agents
Paper • 2506.15741 • Published • 35 -
Scaling Test-time Compute for LLM Agents
Paper • 2506.12928 • Published • 63 -
Why Do Multi-Agent LLM Systems Fail?
Paper • 2503.13657 • Published • 49 -
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Paper • 2504.01990 • Published • 305 -
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents
Paper • 2503.01935 • Published • 30 -
Benchmarking LLMs' Swarm intelligence
Paper • 2505.04364 • Published • 20 -
Towards General Agentic Intelligence via Environment Scaling
Paper • 2509.13311 • Published • 72 -
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Paper • 2508.13167 • Published • 129 -
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
Paper • 2509.25140 • Published • 14 -
Latent Collaboration in Multi-Agent Systems
Paper • 2511.20639 • Published • 127 -
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development
Paper • 2506.05010 • Published • 80 -
Towards a Science of Scaling Agent Systems
Paper • 2512.08296 • Published • 17