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upvoted a paper 1 day ago

Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

Paper • 2608.03571 • Published 7 days ago • 42

upvoted 3 papers 6 days ago

CalibForge: Adversarial Solver Calibration for Scaling Learnable Terminal Tasks

Paper • 2608.06352 • Published 7 days ago • 23

EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning

Paper • 2608.06197 • Published 7 days ago • 43

WorldClaw: Agentic 3D Open-World Generation at Scale

Paper • 2608.05248 • Published 8 days ago • 67

upvoted 2 papers 7 days ago

OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents

Paper • 2608.05013 • Published 9 days ago • 35

Quo Vadis, World Modeling?

Paper • 2608.02713 • Published 9 days ago • 37

upvoted 3 papers 8 days ago

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent

Paper • 2608.03979 • Published 9 days ago • 50

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion

Paper • 2608.03974 • Published 9 days ago • 91

Mental World Modeling

Paper • 2607.27201 • Published 15 days ago • 103

upvoted a paper 9 days ago

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks

Paper • 2608.01964 • Published 10 days ago • 168

upvoted a paper about 1 month ago

BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding

Paper • 2606.31315 • Published Jun 30 • 77

upvoted a paper about 2 months ago

DreamX-World 1.0: A General-Purpose Interactive World Model

Paper • 2606.16993 • Published Jun 15 • 114

upvoted 2 papers 2 months ago

APPO: Agentic Procedural Policy Optimization

Paper • 2606.12384 • Published Jun 10 • 79

Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution

Paper • 2606.10917 • Published Jun 9 • 77

upvoted 3 papers 3 months ago

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Paper • 2605.22355 • Published May 21 • 179

Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos

Paper • 2605.18233 • Published May 18 • 93

MACE-Dance: Motion-Appearance Cascaded Experts for Music-Driven Dance Video Generation

Paper • 2512.18181 • Published May 7 • 88

upvoted 3 papers 4 months ago

LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics

Paper • 2604.17295 • Published Apr 19 • 84

SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents

Paper • 2604.17308 • Published Apr 19 • 23

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

Paper • 2604.18168 • Published Apr 20 • 96