The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published Sep 2, 2025 • 238
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers Paper • 2508.21148 • Published Aug 28, 2025 • 142
ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks Paper • 2508.15804 • Published Aug 14, 2025 • 15
aiXiv: A Next-Generation Open Access Ecosystem for Scientific Discovery Generated by AI Scientists Paper • 2508.15126 • Published Aug 20, 2025 • 20
From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery Paper • 2508.14111 • Published Aug 18, 2025 • 33
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6, 2025 • 129
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models Paper • 2508.09834 • Published Aug 13, 2025 • 53