Questioning the Questions: Sustaining Self-Evolution in Reasoning Models Paper • 2610.04299 • Published Oct 3 • 49
HairDeck: Animation-Ready Stylized Hair Cards from a Single Image Paper • 2610.40599 • Published 16 days ago • 35
WebAnything: From the Wild Web to Scalable Agent Environments Paper • 2610.37786 • Published 18 days ago • 19
DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 19 days ago • 15
Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation Paper • 2610.30926 • Published 22 days ago • 29
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis Paper • 2610.26828 • Published 26 days ago • 71
Ask to Distill: Learning to Synthesize Data for On-Policy Distillation Paper • 2610.27450 • Published 25 days ago • 15
Harness Self-Evolution for Long-Horizon Terminal Agents Paper • 2610.27435 • Published 25 days ago • 11
Self-Evolving Coding Agents via Harness-Policy Optimization Paper • 2610.22791 • Published 29 days ago • 49
Terminal-RSI: Recursive Self-Improving Terminal Agents via Recursive Self-Rewrite and Policy-Refine Paper • 2610.22192 • Published 30 days ago • 31
ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents Paper • 2610.13395 • Published Oct 9 • 46
nanoMuse: An Open-Source Personal Agent for Every Device You Own Paper • 2610.08699 • Published Oct 6 • 104
Questioning the Questions: Sustaining Self-Evolution in Reasoning Models Paper • 2610.04299 • Published Oct 3 • 49
SEER: Self-Evolving Event Reasoning and Retrieval for Time Series Forecasting Paper • 2610.04109 • Published Oct 2 • 21
Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite Paper • 2610.02826 • Published Oct 2 • 38
UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement Paper • 2609.38721 • Published Sep 30 • 134