HarnessForge: Joint Harness and Policy Evolution for Adaptive Agent Systems Paper • 2606.01779 • Published 7 days ago • 4
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills Paper • 2606.07412 • Published 4 days ago • 7
PaperFlow: Profiling, Recommending, and Adapting Across Daily Paper Streams Paper • 2606.07454 • Published 4 days ago • 8
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators Paper • 2606.06476 • Published 5 days ago • 12
SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents Paper • 2606.05761 • Published 5 days ago • 16
World-Language-Action Model for Unified World Modeling, Language Reasoning, and Action Synthesis Paper • 2606.05979 • Published 5 days ago • 8
Discrete-WAM: Unified Discrete Vision-Action Token Editing for World-Policy Learning Paper • 2606.05645 • Published 5 days ago • 2
Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents Paper • 2605.30159 • Published 12 days ago • 6
EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management Paper • 2606.03841 • Published 7 days ago • 3
MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery Paper • 2606.06473 • Published 5 days ago • 17
Unsupervised Skill Discovery for Agentic Data Analysis Paper • 2606.06416 • Published 5 days ago • 12
Rethinking Continual Experience Internalization for Self-Evolving LLM Agents Paper • 2606.04703 • Published 6 days ago • 20
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding Paper • 2606.05259 • Published 6 days ago • 34
Stable-Layers: Fine-Tuning Image Layer Decomposition Models with VLM-Scored Reinforcement Learning Paper • 2605.30257 • Published 12 days ago • 5
Agent libOS: A Library-OS-Inspired Runtime for Long-Running, Capability-Controlled LLM Agents Paper • 2606.03895 • Published 7 days ago • 3
Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Paper • 2606.02859 • Published 8 days ago • 8