MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning Paper • 2603.03379 • Published 13 days ago • 28
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning Paper • 2603.03379 • Published 13 days ago • 28
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories Paper • 2602.10809 • Published Feb 11 • 55
LawThinker: A Deep Research Legal Agent in Dynamic Environments Paper • 2602.12056 • Published Feb 12 • 34
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning Paper • 2602.10560 • Published Feb 11 • 29
DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents Paper • 2602.07035 • Published Feb 3 • 30
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 69
GISA: A Benchmark for General Information-Seeking Assistant Paper • 2602.08543 • Published Feb 9 • 26
LatentMem: Customizing Latent Memory for Multi-Agent Systems Paper • 2602.03036 • Published Feb 3 • 14
FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents Paper • 2602.01566 • Published Feb 2 • 50
MemoBrain: Executive Memory as an Agentic Brain for Reasoning Paper • 2601.08079 • Published Jan 12 • 39
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published Jan 11 • 16
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning Paper • 2601.04726 • Published Jan 8 • 9
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 • 9 • 4