Thomas ROBINSON

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upvoted a paper 3 days ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published 4 days ago • 254

upvoted 3 papers 4 days ago

OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

Paper • 2608.13558 • Published 11 days ago • 88

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

Paper • 2608.18565 • Published 5 days ago • 115

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

Paper • 2608.14036 • Published 10 days ago • 163

upvoted 2 papers 5 days ago

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published 7 days ago • 123

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

Paper • 2608.16072 • Published 7 days ago • 148

upvoted a paper 6 days ago

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published 10 days ago • 167

upvoted 2 papers 11 days ago

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

Paper • 2608.11924 • Published 12 days ago • 285

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published 13 days ago • 181

upvoted 3 papers 12 days ago

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published 15 days ago • 217

SimWAM: A Simple World Action Model for End-to-End Autonomous Driving

Paper • 2608.07468 • Published 17 days ago • 106

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

Paper • 2608.09819 • Published 14 days ago • 338

upvoted a paper 17 days ago

Recursive Synthesis for Long-Horizon Terminal Tasks

Paper • 2608.05466 • Published 17 days ago • 247

upvoted a paper 19 days ago

ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction

Paper • 2607.29677 • Published 24 days ago • 24

upvoted a paper 20 days ago

Mental World Modeling

Paper • 2607.27201 • Published 26 days ago • 107

upvoted a paper 21 days ago

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

Paper • 2607.28261 • Published 25 days ago • 116

upvoted 2 papers 23 days ago

Metis: Memory Foundation Model

Paper • 2607.26760 • Published 26 days ago • 272

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

Paper • 2607.28227 • Published 25 days ago • 308

upvoted a paper 24 days ago

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

Paper • 2607.26811 • Published 26 days ago • 93

upvoted a paper 25 days ago

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

Paper • 2607.25895 • Published 27 days ago • 158