CADFather: Autonomous CAD Reconstruction through Coordinated Tool Use Paper • 2610.09127 • Published 13 days ago • 24
Scoring Higher, Answering Worse: Mitigating Reward Hacking in Rubric-Based RL via Protocol-Level Rubrics Paper • 2609.38847 • Published 19 days ago • 71
ReSAIL: Mitigating Collapse in Iterative Agent Self-Distillation Paper • 2609.39306 • Published 19 days ago • 44
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 12 days ago • 42
Harness^2: Recursive Agent Harnessing for an Open World Paper • 2610.14224 • Published 10 days ago • 114
SALD: Self-Referenced Advantage Learning for Diffusion Models Paper • 2610.01496 • Published 12 days ago • 87
Scaling Agentic Data for Long-Horizon Terminal Intelligence Paper • 2610.13166 • Published 10 days ago • 164
Stateless Language Agents: Scaling Long-Horizon Automated Research Paper • 2610.07625 • Published 13 days ago • 30
SepGen: Multi-Stem Audio-Video Separation and Generation in a Single Model Paper • 2610.11361 • Published 11 days ago • 45
Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? Paper • 2610.08215 • Published 11 days ago • 157
Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict Paper • 2610.12360 • Published 11 days ago • 13
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published 14 days ago • 144
EgoTools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos Paper • 2609.39378 • Published 19 days ago • 74
AutoDataBench: A Data-centric Testbed for Accelerating Auto Research Paper • 2609.40097 • Published 19 days ago • 50
EVISKILL: Grounding Skill Evolution in Replayable Evidence Paper • 2610.05030 • Published 15 days ago • 55
Understanding and Enhancing Backdoor Persistency in LLM Agent Post-Training Paper • 2610.07510 • Published 14 days ago • 14
TRACE: Rollout-Guided Quantization-Aware Training for FP4 Reinforcement Learning of MoE Language Models Paper • 2610.07767 • Published 13 days ago • 93
Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym Paper • 2609.37267 • Published 20 days ago • 40
LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures Paper • 2610.04292 • Published 16 days ago • 40