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AI Agents

Research on AI systems that plan, use tools, and act autonomously across multi-step tasks — from chat-only assistants to embodied robotic agents.

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Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities

Agents · Aug 28

LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering

Agents · Aug 28

VoiceMem: Streaming Dual-Brain Memory for Real-Time Interaction

Agents · Aug 26

StepGuard: Learning Step-Level Guardrails with Scalable Supervision and Safety-Utility Balancing

Agents · Aug 25

Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence

Agents · Aug 21

SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?

Agents · Aug 20

EnvHarness: Awakening Static Worlds for Agent Learning

Agents · Aug 20

DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents

Agents · Aug 19

FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis

Agents · Aug 19

Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development

Agents · Aug 13