Agents Thinking Fast and Slow: A Talker-Reasoner Architecture Paper • 2410.08328 • Published Oct 10, 2024
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks Paper • 2305.17390 • Published May 27, 2023 • 3
Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems Paper • 2502.11098 • Published Feb 16 • 13
PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC Paper • 2502.14282 • Published Feb 20 • 29
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31 • 299
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents Paper • 2503.01935 • Published Mar 3 • 29
Towards General Agentic Intelligence via Environment Scaling Paper • 2509.13311 • Published Sep 16 • 71
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6 • 129
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory Paper • 2509.25140 • Published Sep 29 • 12