DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents Paper • 2602.07035 • Published 8 days ago • 25
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published 3 days ago • 55
GISA: A Benchmark for General Information-Seeking Assistant Paper • 2602.08543 • Published 2 days ago • 22
LatentMem: Customizing Latent Memory for Multi-Agent Systems Paper • 2602.03036 • Published 9 days ago • 14
Mem-T: Densifying Rewards for Long-Horizon Memory Agents Paper • 2601.23014 • Published 12 days ago • 3
FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents Paper • 2602.01566 • Published 10 days ago • 46
MemoBrain: Executive Memory as an Agentic Brain for Reasoning Paper • 2601.08079 • Published 30 days ago • 37
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published Jan 11 • 16
SmartSearch: Process Reward-Guided Query Refinement for Search Agents Paper • 2601.04888 • Published Jan 8 • 10
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning Paper • 2601.04726 • Published Jan 8 • 6
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published Jan 9 • 36
Rethinking Expert Trajectory Utilization in LLM Post-training Paper • 2512.11470 • Published Dec 12, 2025 • 9
ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use Paper • 2510.27363 • Published Oct 31, 2025 • 23
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 101
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation Paper • 2510.17354 • Published Oct 20, 2025 • 35