Noah Quill

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upvoted a paper about 10 hours ago

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

Paper • 2608.18565 • Published 6 days ago • 116

upvoted 2 papers about 21 hours ago

H2R-Bench: Benchmarking Human-to-Robot Manipulation Video Generation in World Models

Paper • 2608.13049 • Published 12 days ago • 19

SPADE: Self-Play in Adaptive Synthetic Executable Environments

Paper • 2608.19197 • Published 6 days ago • 51

upvoted a paper 3 days ago

Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements

Paper • 2608.17310 • Published 7 days ago • 104

upvoted a paper 4 days ago

ClawGym II: Exploring Black-Box RL on Agent Harness

Paper • 2608.16798 • Published 8 days ago • 39

upvoted 2 papers 6 days ago

DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation

Paper • 2608.13489 • Published 12 days ago • 98

Alaya-EVOKE: From Linear-Scaling Supervision to Endless World

Paper • 2608.13546 • Published 12 days ago • 132

upvoted 2 papers 8 days ago

Weights or Skills? A Survey of Robot-Learning Techniques: from Action-Predicting Weights to Robots that Write their Own Skills

Paper • 2608.01851 • Published 22 days ago • 12

TSDS-Toolbox: A Toolbox for Measuring Time-Series Dataset Similarity

Paper • 2608.08119 • Published 17 days ago • 11

upvoted a paper 11 days ago

BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

Paper • 2608.09888 • Published 15 days ago • 751

upvoted 2 papers 12 days ago

RynnValue: Scaling Robotic Value Foundation Models with Temporal Distance

Paper • 2608.09853 • Published 15 days ago • 14

SPOT: Sparse Probing and Outcome Calibration for On-Policy Distillation

Paper • 2608.04419 • Published 20 days ago • 28

upvoted a paper 13 days ago

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

Paper • 2608.07468 • Published 18 days ago • 106

upvoted a paper 14 days ago

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes

Paper • 2608.05000 • Published 19 days ago • 62

upvoted a paper 15 days ago

Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability

Paper • 2607.26637 • Published 27 days ago • 14

upvoted a paper 16 days ago

LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models

Paper • 2608.03457 • Published 21 days ago • 33

upvoted 2 papers 17 days ago

MiniWorld: Democratizing the Training of Video World Models from Scratch

Paper • 2608.01127 • Published 23 days ago • 19

SkillJack: Persistent Skill Backdoors in Self-Evolving Agents

Paper • 2608.03509 • Published 21 days ago • 23

upvoted 2 papers 18 days ago

WCM: A World Critic Model for Vision-Language-Action Reinforcement Learning

Paper • 2607.29613 • Published 25 days ago • 28

DreamTraj: Generating 6-DoF Object Trajectories by Reading Unrendered Video Diffusion Latents

Paper • 2608.00486 • Published 24 days ago • 15