SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning Paper • 2410.17238 • Published Oct 22, 2024 • 1
OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning Paper • 2410.18963 • Published Oct 24, 2024 • 1
R^3Mem: Bridging Memory Retention and Retrieval via Reversible Compression Paper • 2502.15957 • Published Feb 21, 2025 • 1
ReCode: Unify Plan and Action for Universal Granularity Control Paper • 2510.23564 • Published Oct 27, 2025 • 124
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31, 2025 • 306
Foundation Protocol: A Coordination Layer for Agentic Society Paper • 2605.23218 • Published May 22 • 82