SkillEvo: Self-Renewing Evolution Gradients from Multi-Turn Interaction Feedback Paper • 2608.13120 • Published 19 days ago • 32
MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks Paper • 2608.23035 • Published 8 days ago • 41
Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published Jul 8 • 150
FocusMem: Factorizing Content, Readout, and Trust in Latent GUI Memory Paper • 2608.04530 • Published 27 days ago • 14
Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning Paper • 2607.07508 • Published Jul 8 • 32
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning Paper • 2607.14777 • Published Jul 16 • 106
MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization Paper • 2606.19930 • Published Jun 18 • 43
AOHP: An Open-Source OS-Level Agent Harness for Personalized, Efficient and Secure Interaction Paper • 2606.23449 • Published Jun 22 • 34
Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation Paper • 2606.18844 • Published Jun 17 • 20
HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention Paper • 2603.28458 • Published Mar 30 • 44
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published Mar 20 • 354
Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification Paper • 2603.26648 • Published Mar 27 • 46