EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 2 days ago • 241
Demystifying Agent Skills: Why They Work-Until They Don't Paper • 2608.14036 • Published 8 days ago • 161
Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization Paper • 2608.16072 • Published 5 days ago • 148
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published 5 days ago • 123
Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill Paper • 2608.11924 • Published 10 days ago • 285
Running Featured 717 Agent Memory Leaderboard 🧠717 Unified memory evaluation · Results expected August 12.
DyPES-VLA: Learning Shared Dynamics Priors and Embodiment-Specific Control for Cross-Embodiment Manipulation Paper • 2608.06374 • Published 16 days ago • 23
On-Policy Self-Distillation without Any Supervision Paper • 2608.06296 • Published 13 days ago • 216
SimWAM: A Simple World Action Model for End-to-End Autonomous Driving Paper • 2608.07468 • Published 15 days ago • 106
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published 12 days ago • 338
AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks? Paper • 2608.00155 • Published 22 days ago • 25
Recursive Synthesis for Long-Horizon Terminal Tasks Paper • 2608.05466 • Published 15 days ago • 247
Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs Paper • 2608.01755 • Published 19 days ago • 142
TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting Paper • 2607.28261 • Published 23 days ago • 116
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents Paper • 2607.28227 • Published 23 days ago • 307
DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation Paper • 2607.26811 • Published 24 days ago • 92
CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization Paper • 2607.25659 • Published 25 days ago • 83