Zhuoran Jin

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upvoted a paper 9 days ago

Environments as Scaffold: Enriching Feedback to Bootstrap Self-Evolving Agents in Long-Horizon Tasks

Paper • 2609.08404 • Published 10 days ago • 25

upvoted a paper 30 days ago

ASI-Bench: At the Dawn of Artificial Superintelligence

Paper • 2608.17271 • Published Aug 18 • 66

upvoted 2 papers about 1 month ago

Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

Paper • 2608.03571 • Published Aug 6 • 47

SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

Paper • 2608.03573 • Published Aug 6 • 61

upvoted a paper about 2 months 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 Jul 27 • 27

upvoted 12 papers 3 months ago

Critique of Agent Model

Paper • 2606.23991 • Published Jun 22 • 23

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

Paper • 2606.26027 • Published Jun 24 • 19

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 • 164

Tmax: A simple recipe for terminal agents

Paper • 2606.23321 • Published Jun 22 • 16

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 • 41

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 • 60

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

Paper • 2606.17200 • Published Jun 15 • 56

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 393

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

Paper • 2606.12191 • Published Jun 10 • 73

upvoted 3 papers 5 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 • 123