Hu Linxi

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upvoted a paper 3 days ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published 5 days ago • 257

upvoted a paper 5 days ago

Demystifying Agent Skills: Why They Work-Until They Don't

Paper • 2608.14036 • Published 11 days ago • 163

upvoted 2 papers 6 days ago

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published 8 days ago • 123

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published 8 days ago • 148

upvoted 2 papers 12 days ago

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published 14 days ago • 181

Zero Gap Is Not Restoration: Stratified Per-Question Probability Evaluation and Step-wise Mitigation of Benchmark Contamination

Paper • 2608.07341 • Published 18 days ago • 4

upvoted a paper 13 days ago

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published 15 days ago • 339

upvoted a paper 17 days ago

Recursive Synthesis for Long-Horizon Terminal Tasks

Paper • 2608.05466 • Published 18 days ago • 248

upvoted a paper 19 days ago

Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs

Paper • 2608.01755 • Published 22 days ago • 142

upvoted 2 papers 21 days ago

Mental World Modeling

Paper • 2607.27201 • Published 27 days ago • 107

TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting

Paper • 2607.28261 • Published 26 days ago • 116

upvoted 3 papers 24 days ago

Metis: Memory Foundation Model

Paper • 2607.26760 • Published 27 days ago • 272

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Paper • 2607.28227 • Published 26 days ago • 308

DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation

Paper • 2607.26811 • Published 27 days ago • 93

upvoted a paper 25 days ago

CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization

Paper • 2607.25659 • Published 28 days ago • 84

upvoted 2 papers 26 days ago

Progress Reward Modeling for Robotic Learning: A Comprehensive Survey

Paper • 2607.21655 • Published Jul 22 • 193

HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone

Paper • 2607.25895 • Published 28 days ago • 158

upvoted 3 papers about 1 month ago

ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU

Paper • 2607.19191 • Published Jul 21 • 311

RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model

Paper • 2607.17977 • Published Jul 20 • 198

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

Paper • 2607.17423 • Published Jul 19 • 167