Learning More by Training Less: Uncertainty-Guided Progressive Contraction for Efficient Reasoning Post-Training Paper • 2610.12933 • Published 7 days ago • 11
Stateless Language Agents: Scaling Long-Horizon Automated Research Paper • 2610.07625 • Published 10 days ago • 29
DiffusionART: Efficient, Stable and Scalable Reinforcement of Diffusion Models Paper • 2610.12572 • Published 8 days ago • 316
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published 11 days ago • 142
Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks Paper • 2610.11794 • Published 8 days ago • 44
Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? Paper • 2610.08215 • Published 8 days ago • 155
A Closer Look at Agentic BBO: Benchmarking LLM Agents for Black-Box Optimization Paper • 2610.12183 • Published 8 days ago • 14
OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning Paper • 2610.12458 • Published 8 days ago • 17
rogue-security/mcp-tool-use-quality-ranger-0.6b Text Classification • 0.6B • Updated Sep 30, 2025 • 24
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles Paper • 2610.09832 • Published 9 days ago • 14
CADFather: Autonomous CAD Reconstruction through Coordinated Tool Use Paper • 2610.09127 • Published 10 days ago • 22
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 9 days ago • 40
ReSAIL: Mitigating Collapse in Iterative Agent Self-Distillation Paper • 2609.39306 • Published 16 days ago • 42