张康宁

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upvoted 4 papers about 1 month ago

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

Paper • 2608.31046 • Published Aug 31 • 98

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published Aug 31 • 274

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published Sep 1 • 568

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Paper • 2609.04172 • Published Sep 3 • 104

upvoted 2 papers about 2 months ago

SkillGate: Training In-Policy Skill Selection in Long-Horizon Agents

Paper • 2608.18852 • Published Aug 19 • 9

Recursive Synthesis for Long-Horizon Terminal Tasks

Paper • 2608.05466 • Published Aug 7 • 110

upvoted 4 papers 2 months ago

AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published Aug 6 • 104

Harness-R1: Learning to Edit Executable Runtime Harnesses from Agent Failure Trajectories

Paper • 2608.02276 • Published Aug 3 • 4

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation

Paper • 2607.28590 • Published Jul 30 • 46

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution

Paper • 2607.26784 • Published Jul 29 • 29

upvoted a paper 3 months ago

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2607.14777 • Published Jul 16 • 106

upvoted 4 papers 4 months ago

Latent Reasoning in LLMs as a Vocabulary-Space Superposition

Paper • 2510.15522 • Published Oct 17, 2025 • 7

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Paper • 2605.23904 • Published May 22 • 268

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 393

COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

Paper • 2605.31264 • Published May 29 • 132

upvoted 2 papers 5 months ago

MMSkills: Towards Multimodal Skills for General Visual Agents

Paper • 2605.13527 • Published May 14 • 123

ACE-LoRA: Adaptive Orthogonal Decoupling for Continual Image Editing

Paper • 2605.14948 • Published May 14 • 2

upvoted 3 papers 6 months ago

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 227

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 121

Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization

Paper • 2604.09574 • Published Feb 24 • 31