EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 4 days ago • 257
Demystifying Agent Skills: Why They Work-Until They Don't Paper • 2608.14036 • Published 10 days ago • 163
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published 7 days ago • 123
Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization Paper • 2608.16072 • Published 7 days ago • 148
Zero Gap Is Not Restoration: Stratified Per-Question Probability Evaluation and Step-wise Mitigation of Benchmark Contamination Paper • 2608.07341 • Published 17 days ago • 4
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published 14 days ago • 339
Running on Zero MCP 118 ImageGen 🖼 118 Multi-task image generator with dynamic, chainable workflows
Recursive Synthesis for Long-Horizon Terminal Tasks Paper • 2608.05466 • Published 17 days ago • 248
Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs Paper • 2608.01755 • Published 21 days ago • 142
TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting Paper • 2607.28261 • Published 25 days ago • 116
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents Paper • 2607.28227 • Published 25 days ago • 308
DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation Paper • 2607.26811 • Published 26 days ago • 93
CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization Paper • 2607.25659 • Published 27 days ago • 84
Progress Reward Modeling for Robotic Learning: A Comprehensive Survey Paper • 2607.21655 • Published Jul 22 • 193
HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone Paper • 2607.25895 • Published 27 days ago • 158