UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement Paper • 2609.38721 • Published 6 days ago • 291
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published 15 days ago • 222
CodeMidas: Scaling Agentic Coding RL Environments from Code Itself Paper • 2609.22068 • Published 18 days ago • 138
ModularRSI: Modular and Generalizable Recursive Harness Self-Improvement Paper • 2609.14857 • Published 22 days ago • 215
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents Paper • 2609.17708 • Published 21 days ago • 78
Dream-RSI: Recursive Self-Improvement through Evolving Worlds Paper • 2609.14858 • Published 22 days ago • 251
FrontierChallenge: Evaluating Scientific Workflow Completion Paper • 2608.24979 • Published Aug 25 • 152
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published Jul 8 • 95
VisualClaw: A Real-Time, Personalized Agent for the Physical World Paper • 2606.16295 • Published Jun 15 • 29
DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning Paper • 2605.25604 • Published May 25 • 137
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published May 19 • 90
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Paper • 2605.13941 • Published May 13 • 16
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents Paper • 2605.10832 • Published May 11 • 22
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Paper • 2605.08083 • Published May 8 • 71
OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis Paper • 2604.15093 • Published Apr 16 • 30
HY-Embodied-0.5: Embodied Foundation Models for Real-World Agents Paper • 2604.07430 • Published Apr 8 • 131
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published Apr 6 • 232
ClawArena: Benchmarking AI Agents in Evolving Information Environments Paper • 2604.04202 • Published Apr 5 • 34
Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory Paper • 2604.01007 • Published Apr 2 • 29