Zhuoran Jin

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upvoted a paper 13 days ago

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

Paper • 2607.24720 • Published 14 days ago • 26

upvoted a paper about 1 month ago

Critique of Agent Model

Paper • 2606.23991 • Published Jun 22 • 22

upvoted 9 papers about 2 months ago

Why Multi-Step Tool-Use Reinforcement Learning Collapses and How Supervisory Signals Fix It

Paper • 2606.26027 • Published Jun 24 • 18

Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do

Paper • 2606.22565 • Published Jun 21 • 9

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 156

Tmax: A simple recipe for terminal agents

Paper • 2606.23321 • Published Jun 22 • 15

Show the Signal, Hide the Noise: Spectral Forcing for Pixel-Space Diffusion

Paper • 2606.15236 • Published Jun 16 • 22

LectūraAgents: A Multi-Agent Framework for Adaptive Personalized AI-Assisted Learning and Embodied Teaching

Paper • 2606.16428 • Published Jun 15 • 40

TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs

Paper • 2606.09030 • Published Jun 8 • 30

GameCraft-Bench: Can Agents Build Playable Games End-to-End in a Real Game Engine?

Paper • 2606.17861 • Published Jun 16 • 59

ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining

Paper • 2606.17200 • Published Jun 15 • 55

upvoted 2 papers 2 months ago

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 387

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

Paper • 2606.12191 • Published Jun 10 • 71

upvoted 4 papers 4 months ago

KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance

Paper • 2604.12627 • Published Apr 14 • 102

ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents

Paper • 2604.11784 • Published Apr 13 • 143

Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents

Paper • 2604.06132 • Published Apr 7 • 122

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published Apr 6 • 236

upvoted 2 papers 5 months ago

Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models

Paper • 2603.11896 • Published Mar 12 • 10

MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning

Paper • 2603.02024 • Published Mar 2 • 47

upvoted a paper 7 months ago

Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind

Paper • 2601.15715 • Published Jan 22 • 14