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upvoted a paper 4 days ago

Mental World Modeling

Paper • 2607.27201 • Published 10 days ago • 102

upvoted a paper 9 days ago

Progress Reward Modeling for Robotic Learning: A Comprehensive Survey

Paper • 2607.21655 • Published 17 days ago • 193

upvoted a paper 13 days ago

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

Paper • 2607.19191 • Published 17 days ago • 309

upvoted a paper 17 days ago

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

Paper • 2607.18217 • Published 19 days ago • 61

upvoted a paper 18 days ago

Loop the Loopies!

Paper • 2607.16051 • Published 22 days ago • 77

upvoted a paper 20 days ago

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget

Paper • 2607.14952 • Published 23 days ago • 209

upvoted a paper 27 days ago

UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning

Paper • 2607.04425 • Published Jul 5 • 73

upvoted 4 papers about 1 month ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 170

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History

Paper • 2606.08671 • Published Jun 23 • 47

MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision

Paper • 2606.17162 • Published Jun 15 • 177

Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning

Paper • 2606.24428 • Published Jun 23 • 52

upvoted 9 papers about 2 months ago

DataClaw0: Agentic Tailoring Multimodal Data from Raw Streams

Paper • 2606.21337 • Published Jun 19 • 75

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

Paper • 2606.05922 • Published Jun 4 • 70

ReSyn: A Generalized Recursive Regular Expression Synthesis Framework

Paper • 2603.24624 • Published Jun 13 • 2

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 485

DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects

Paper • 2606.15133 • Published Jun 13 • 74

Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance

Paper • 2606.19195 • Published Jun 17 • 141

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

Paper • 2606.09426 • Published Jun 8 • 107

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

Paper • 2606.08063 • Published Jun 6 • 82

InterleaveThinker: Reinforcing Agentic Interleaved Generation

Paper • 2606.13679 • Published Jun 11 • 84