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upvoted a paper about 10 hours ago

GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identity

Paper • 2607.00152 • Published 4 days ago • 3

upvoted 2 papers about 1 month ago

Silent Failures in Physical AI: A Literature Review of Runtime Action Authorization for Autonomous Systems

Paper • 2606.00090 • Published May 23 • 6

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 431

upvoted 3 papers 2 months ago

Leveraging Verifier-Based Reinforcement Learning in Image Editing

Paper • 2604.27505 • Published Apr 30 • 59

Offline Evaluation Measures of Fairness in Recommender Systems

Paper • 2604.25032 • Published Apr 27 • 2

Recursive Multi-Agent Systems

Paper • 2604.25917 • Published Apr 28 • 287

upvoted 8 papers 3 months ago

RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time

Paper • 2604.11626 • Published Apr 13 • 103

DeonticBench: A Benchmark for Reasoning over Rules

Paper • 2604.04443 • Published Apr 6 • 9

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 509

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 638

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 179

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 344

PRBench: End-to-end Paper Reproduction in Physics Research

Paper • 2603.27646 • Published Mar 29 • 29

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353

upvoted 4 papers 4 months ago

Lost in Stories: Consistency Bugs in Long Story Generation by LLMs

Paper • 2603.05890 • Published Mar 6 • 93

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published Feb 26 • 203

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 221

upvoted 2 papers 5 months ago

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 246

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 245