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upvoted a paper about 16 hours ago

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

Paper • 2608.27260 • Published 2 days ago • 55

upvoted 2 papers 3 days ago

Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision

Paper • 2608.16812 • Published 12 days ago • 48

Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion

Paper • 2608.19567 • Published 9 days ago • 29

upvoted a paper 4 days ago

EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking

Paper • 2608.20886 • Published 8 days ago • 11

upvoted a paper 16 days ago

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

Paper • 2608.10299 • Published 19 days ago • 135

upvoted 2 papers 22 days ago

AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published 23 days ago • 100

EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning

Paper • 2608.06197 • Published 23 days ago • 46

upvoted 2 papers 29 days ago

LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger

Paper • 2607.28374 • Published 30 days ago • 15

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution

Paper • 2607.26784 • Published about 1 month ago • 30

upvoted a paper 3 months ago

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents

Paper • 2605.25971 • Published May 25 • 16

upvoted 2 papers 4 months ago

WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors

Paper • 2605.10434 • Published May 11 • 29

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning

Paper • 2605.10923 • Published May 11 • 12

upvoted 4 papers 7 months ago

CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability

Paper • 2602.03012 • Published Feb 3 • 3

V_0: A Generalist Value Model for Any Policy at State Zero

Paper • 2602.03584 • Published Feb 3 • 22

CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs

Paper • 2602.03048 • Published Feb 3 • 32

ToolACE-MCP: Generalizing History-Aware Routing from MCP Tools to the Agent Web

Paper • 2601.08276 • Published Jan 13 • 7

upvoted 3 papers 8 months ago

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences

Paper • 2601.06789 • Published Jan 11 • 82

RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction

Paper • 2601.06966 • Published Jan 11 • 9

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 214

upvoted a paper 9 months ago

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published Dec 3, 2025 • 160