SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles Paper • 2610.09832 • Published 6 days ago • 13
CADFather: Autonomous CAD Reconstruction through Coordinated Tool Use Paper • 2610.09127 • Published 7 days ago • 21
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 6 days ago • 39
ReSAIL: Mitigating Collapse in Iterative Agent Self-Distillation Paper • 2609.39306 • Published 13 days ago • 40
DecepEval: A Benchmark for Evaluating Deception in LLM Agents Paper • 2610.07967 • Published 7 days ago • 83
RobotWorld: Benchmarking Multimodal Agents for Robot Use Across Diverse Tasks and Embodiments Paper • 2610.10409 • Published 6 days ago • 35
Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents Paper • 2610.01892 • Published 12 days ago • 37
EgoTools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos Paper • 2609.39378 • Published 13 days ago • 74
CheckerBench: Can Long-Horizon Agents Synthesize Static-Analysis Checkers? Paper • 2610.07557 • Published 7 days ago • 71
When Users Change Their Minds: Measuring and Repairing Intent Drift in LLM Agents Paper • 2609.32520 • Published 17 days ago • 25
AutoDataBench: A Data-centric Testbed for Accelerating Auto Research Paper • 2609.40097 • Published 13 days ago • 50
EmbodiedSmith: Scaling Embodied Data through Recursive Self-Improvement Flywheel in Simulation Paper • 2610.07969 • Published 7 days ago • 22
Understanding and Enhancing Backdoor Persistency in LLM Agent Post-Training Paper • 2610.07510 • Published 8 days ago • 14
EVISKILL: Grounding Skill Evolution in Replayable Evidence Paper • 2610.05030 • Published 9 days ago • 53
DAEDALUS: Bootstrapping Agent Memory from Self-Generated Tasks Paper • 2610.08048 • Published 7 days ago • 17
TRIAGE: Direction-Aware Mismatch Stabilization of Native NVFP4 Reinforcement Learning Paper • 2610.07043 • Published 8 days ago • 44
LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures Paper • 2610.04292 • Published 10 days ago • 38
Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym Paper • 2609.37267 • Published 14 days ago • 40
Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems Paper • 2609.39050 • Published 13 days ago • 18