RAP: A Dataset for Paper-to-Poster Generation via Declarative Markup from Human-Crafted Exemplars Paper • 2610.23230 • Published 24 days ago • 30
PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins Paper • 2609.32423 • Published Sep 26 • 8
Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning Paper • 2606.24428 • Published Jun 23 • 15
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments Paper • 2605.27209 • Published May 26 • 13
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions Paper • 2605.27141 • Published May 26 • 18
Look Before You Leap: Autonomous Exploration for LLM Agents Paper • 2605.16143 • Published May 15 • 9
PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins Paper • 2609.32423 • Published Sep 26 • 8
TGRL: Temperature-Grouped Reinforcement Learning for Efficient Exploration in LLMs Paper • 2609.33589 • Published Sep 27 • 8
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design Paper • 2608.13560 • Published Aug 13 • 60
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation Paper • 2605.25874 • Published May 25 • 76
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation Paper • 2605.25874 • Published May 25 • 76
Learning to Self-Verify Makes Language Models Better Reasoners Paper • 2602.07594 • Published Feb 7 • 3
Collaborative Multi-Agent Optimization for Personalized Memory System Paper • 2603.12631 • Published Mar 13
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 67
SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting Paper • 2604.10688 • Published Apr 12 • 27