Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published 29 days ago • 126
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning Paper • 2603.03379 • Published Mar 3 • 32
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories Paper • 2602.10809 • Published Feb 11 • 59
LawThinker: A Deep Research Legal Agent in Dynamic Environments Paper • 2602.12056 • Published Feb 12 • 35
GISA: A Benchmark for General Information-Seeking Assistant Paper • 2602.08543 • Published Feb 9 • 26
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published Jan 11 • 16
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
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published Jan 11 • 16
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published Jan 9 • 37
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published Jan 9 • 37
ROI-Reasoning: Rational Optimization for Inference via Pre-Computation Meta-Cognition Paper • 2601.03822 • Published Jan 7 • 25
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 • 103