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upvoted a paper about 14 hours ago

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning

Paper • 2605.10923 • Published 2 days ago • 12

upvoted 3 papers about 1 month ago

KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation

Paper • 2604.08455 • Published Apr 9 • 47

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published Apr 2 • 101

V_{0.5}: Generalist Value Model as a Prior for Sparse RL Rollouts

Paper • 2603.10848 • Published Mar 11 • 14

upvoted 6 papers 3 months ago

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

Paper • 2602.07026 • Published Feb 2 • 140

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published Feb 3 • 27

Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents

Paper • 2509.23040 • Published Sep 27, 2025 • 12

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

MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning

Paper • 2601.21468 • Published Jan 29 • 25

upvoted 4 papers 4 months ago

LongCat-Flash-Thinking-2601 Technical Report

Paper • 2601.16725 • Published Jan 23 • 180

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

Paper • 2601.08276 • Published Jan 13 • 7

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