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upvoted 4 papers about 17 hours ago

Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published Jun 4 • 71

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Paper • 2606.06036 • Published Jun 4 • 78

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

Paper • 2606.12191 • Published Jun 10 • 72

DanceOPD: On-Policy Generative Field Distillation

Paper • 2606.27377 • Published Jun 25 • 83

upvoted 4 papers about 20 hours ago

Wan-Streamer v0.1: End-to-end Real-time Interactive Foundation Models

Paper • 2606.25041 • Published Jun 23 • 123

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

Paper • 2606.11176 • Published Jun 9 • 133

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 160

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published Jun 1 • 245

upvoted 6 papers about 22 hours ago

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

Paper • 2607.19191 • Published Jul 21 • 313

LightMem-Ego: Your AI Memory for Everyday Life

Paper • 2607.11487 • Published Jul 13 • 49

DataComp-VLM: Improved Open Datasets for Vision-Language Models

Paper • 2606.28551 • Published Jun 26 • 55

VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

Paper • 2607.27380 • Published Jul 29 • 72

DOPD: Dual On-policy Distillation

Paper • 2606.30626 • Published Jun 29 • 115

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents

Paper • 2607.23588 • Published Jul 26 • 126

upvoted 6 papers 1 day ago

AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents

Paper • 2607.02255 • Published Jul 2 • 70

Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories

Paper • 2607.15330 • Published Jul 16 • 74

Video Generation Models are General-Purpose Vision Learners

Paper • 2607.09024 • Published Jul 10 • 89

DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

Paper • 2607.16617 • Published Jul 18 • 144

PhiZero: A World Model Built Around Physical Language

Paper • 2607.28624 • Published Jul 30 • 171

HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enchancement

Paper • 2607.18217 • Published Jul 20 • 62