JP Zhu

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upvoted 3 papers 6 days ago

Training Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report

Paper • 2608.15763 • Published 13 days ago • 50

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

Paper • 2608.25593 • Published 9 days ago • 115

TTPO: Test-Time Policy Optimization

Paper • 2608.27448 • Published 8 days ago • 80

upvoted 2 papers 27 days ago

AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published 29 days ago • 101

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance

Paper • 2608.00782 • Published Aug 1 • 16

upvoted 2 papers about 2 months ago

Recursive Harness Self-Improvement

Paper • 2607.15524 • Published Jul 17 • 26

Understanding Reasoning from Pretraining to Post-Training

Paper • 2607.16097 • Published Jul 17 • 30

upvoted 3 papers 3 months ago

Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks

Paper • 2606.12344 • Published Jun 10 • 71

When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents

Paper • 2606.05806 • Published Jun 4 • 23

Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents

Paper • 2605.30723 • Published May 29 • 17

updated a model 3 months ago

JPZhu/SkillBaselines

Updated Jun 3

published a model 3 months ago

JPZhu/SkillBaselines

Updated Jun 3

upvoted 3 papers 3 months ago

GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection

Paper • 2605.28534 • Published May 27 • 25

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

Paper • 2605.27141 • Published May 26 • 21

Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments

Paper • 2605.27209 • Published May 26 • 17

authored a paper 3 months ago

Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning

Paper • 2605.28424 • Published May 27 • 33

upvoted a paper 3 months ago

Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning

Paper • 2605.28424 • Published May 27 • 33

upvoted a paper 4 months ago

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published May 14 • 118

upvoted a paper 5 months ago

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published Apr 2 • 103

upvoted a paper 7 months ago

ScaleEnv: Scaling Environment Synthesis from Scratch for Generalist Interactive Tool-Use Agent Training

Paper • 2602.06820 • Published Feb 6 • 15