The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published Sep 2, 2025 • 233
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Paper • 2509.00676 • Published Aug 31, 2025 • 85
TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning Paper • 2508.20374 • Published Aug 28, 2025 • 21
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models Paper • 2508.06471 • Published Aug 8, 2025 • 206
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22, 2025 • 160
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6, 2025 • 129
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers Paper • 2508.14704 • Published Aug 20, 2025 • 43