Shun Zou

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upvoted a paper about 10 hours ago

DeLoop: Repeated Actions as Self-Supervision for Long-Horizon Agents

Paper • 2610.19376 • Published 9 days ago • 16

upvoted 2 papers 1 day ago

MMEnterprise-Bench: Evaluating Enterprise Agents over Evolving Multimodal Records

Paper • 2610.27911 • Published 3 days ago • 27

Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition

Paper • 2610.28578 • Published 3 days ago • 67

upvoted 2 papers 2 days ago

OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory

Paper • 2610.26860 • Published 4 days ago • 110

CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents

Paper • 2610.24960 • Published 5 days ago • 50

upvoted 4 papers 3 days ago

BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business

Paper • 2610.20424 • Published 9 days ago • 493

Has GPT-6-Astra Achieved Embodied Intelligence?

Paper • 2610.22471 • Published 8 days ago • 464

DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses

Paper • 2610.23839 • Published 7 days ago • 20

Tree-Aware Posterior Distillation for Long-Horizon Agentic Reinforcement Learning

Paper • 2610.23181 • Published 7 days ago • 54

upvoted 4 papers 6 days ago

Terminal-RSI: Recursive Self-Improving Terminal Agents via Recursive Self-Rewrite and Policy-Refine

Paper • 2610.22192 • Published 8 days ago • 41

OpenGCUA: Toward a Fully Open Stack for Generalist Computer Use

Paper • 2610.22200 • Published 8 days ago • 104

3DCodeVerse: Exploring 3D Worlds as Code

Paper • 2610.22341 • Published 8 days ago • 68

Orbia: Do Generated Videos Form a Consistent 3D World?

Paper • 2610.20693 • Published 9 days ago • 44

upvoted 4 papers 7 days ago

Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards

Paper • 2610.18868 • Published 10 days ago • 65

Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents

Paper • 2610.20344 • Published 9 days ago • 63

Player-1: Learning to Play from Synthetic Experience

Paper • 2610.20584 • Published 9 days ago • 349

Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation

Paper • 2610.20571 • Published 9 days ago • 364

upvoted 3 papers 8 days ago

AgentSWE: Can Coding Agents Build the Agent You Actually Want?

Paper • 2610.13361 • Published 14 days ago • 93

AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards

Paper • 2610.18860 • Published 10 days ago • 137

Agent-Reflex: Teaching Language Agents to Act Reflectively

Paper • 2610.17953 • Published 10 days ago • 216