In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Paper • 2510.05592 • Published 20 days ago • 92
Where LLM Agents Fail and How They can Learn From Failures Paper • 2509.25370 • Published 28 days ago • 11
SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents Paper • 2505.23559 • Published May 29 • 11
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31 • 300
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents Paper • 2503.01935 • Published Mar 3 • 29
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents Paper • 2502.09560 • Published Feb 13 • 35
Eurus Collection Advancing LLM Reasoning Generalists with Preference Trees • 11 items • Updated Aug 7 • 26
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Paper • 2307.16789 • Published Jul 31, 2023 • 101