Harness-R1: Learning to Edit Executable Runtime Harnesses from Agent Failure Trajectories Paper • 2608.02276 • Published 12 days ago • 4
VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Paper • 2607.28590 • Published 16 days ago • 46
FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention Paper • 2606.09079 • Published Jun 8 • 68
MMSkills: Towards Multimodal Skills for General Visual Agents Paper • 2605.13527 • Published May 14 • 122
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents Paper • 2605.07177 • Published May 8 • 63
MuSEAgent: A Multimodal Reasoning Agent with Stateful Experiences Paper • 2603.27813 • Published Mar 29 • 23
TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning Paper • 2601.04698 • Published Jan 8 • 10
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization Paper • 2601.05432 • Published Jan 8 • 170
Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback Paper • 2512.22336 • Published Dec 26, 2025 • 2
LoopTool: Closing the Data-Training Loop for Robust LLM Tool Calls Paper • 2511.09148 • Published Nov 12, 2025 • 18