Lingning Feng

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upvoted 3 papers about 1 hour ago

BlenderWorld: Benchmarking Visual Agents for 3D Creation from Real-World References

Paper • 2610.23986 • Published 11 days ago • 40

MAI-Gym: An Open All-in-One Platform for GUI Agent Evaluation and RL Training across Mobile and Computer Environments

Paper • 2610.20939 • Published 11 days ago • 156

Right Screen, Wrong Transition: World Models as Verifiers for GUI Agents

Paper • 2610.11942 • Published 17 days ago • 180

upvoted 5 papers 1 day ago

VerifierBench: Benchmarking the Generation of Executable Verifiers for LLM Agents

Paper • 2610.28679 • Published 6 days ago • 22

Building AI Research Teams for Autonomous Discovery of Linear Attention Architectures

Paper • 2610.28887 • Published 5 days ago • 38

Memory-Centric Continual Learning for AI Agents

Paper • 2610.29357 • Published 4 days ago • 37

Agent World Model in the Wild: Computer-Use Agent Environment Synthesis

Paper • 2610.26828 • Published 6 days ago • 92

Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?

Paper • 2610.28763 • Published 5 days ago • 26

upvoted a paper 2 days ago

Muse Glimmer 30B: An On-Device Agentic Model

Paper • 2610.24628 • Published 8 days ago • 17

upvoted 4 papers 4 days ago

Towards Looped Models Done Right, Part I: Topology, Input Injection, Recurrent-State Design

Paper • 2610.23036 • Published 9 days ago • 18

OpenMobile-2: Building Versatile Mobile Agents with Scalable Environments and App-Native Tools

Paper • 2610.14157 • Published 16 days ago • 59

LiveMACE: Process-Aware Evaluation of LLM Agent Capabilities in Evolving Markets

Paper • 2610.09872 • Published 18 days ago • 62

Lean4AgenticRL: Advancing Agentic RL with Verifiable Multi-level Process Rewards

Paper • 2610.22448 • Published 10 days ago • 24

upvoted a paper 5 days ago

Player-1: Learning to Play from Synthetic Experience

Paper • 2610.20584 • Published 11 days ago • 351

upvoted 4 papers 6 days ago

HumanoidToolBench: Benchmarking Humanoid Tool Use from Selection to Mobile Execution

Paper • 2610.02089 • Published 24 days ago • 36

τ-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User Emotions

Paper • 2610.19560 • Published 11 days ago • 28

Long-Horizon RL Needs Muon

Paper • 2610.20256 • Published 11 days ago • 30

More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning

Paper • 2610.19789 • Published 11 days ago • 61

upvoted a paper 7 days ago

ACCRUE: Continual Off-Policy Reinforcement Learning for Robot Foundation Models

Paper • 2610.18596 • Published 12 days ago • 23

upvoted a paper 8 days ago

DoSA: Dots Sparse Attention

Paper • 2610.13990 • Published 29 days ago • 76