SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published 12 days ago • 66
LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning Paper • 2602.07075 • Published 15 days ago • 18
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 109
L^2M^3OF: A Large Language Multimodal Model for Metal-Organic Frameworks Paper • 2510.20976 • Published Oct 23, 2025 • 3
Less is More: Recursive Reasoning with Tiny Networks Paper • 2510.04871 • Published Oct 6, 2025 • 508
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Paper • 2510.05592 • Published Oct 7, 2025 • 107
Trading-R1: Financial Trading with LLM Reasoning via Reinforcement Learning Paper • 2509.11420 • Published Sep 14, 2025 • 2
BroRL: Scaling Reinforcement Learning via Broadened Exploration Paper • 2510.01180 • Published Oct 1, 2025 • 20
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published Sep 29, 2025 • 146
Diagnose, Localize, Align: A Full-Stack Framework for Reliable LLM Multi-Agent Systems under Instruction Conflicts Paper • 2509.23188 • Published Sep 27, 2025 • 3
The Invisible Leash: Why RLVR May Not Escape Its Origin Paper • 2507.14843 • Published Jul 20, 2025 • 85
When to Trust Context: Self-Reflective Debates for Context Reliability Paper • 2506.06020 • Published Jun 6, 2025 • 1
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Paper • 2503.07459 • Published Mar 10, 2025 • 16