M Saad Salman

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upvoted 5 papers 1 day ago

Reward Hacking in Rubric-Based Reinforcement Learning

Paper • 2605.12474 • Published 3 days ago • 3

Do not copy and paste! Rewriting strategies for code retrieval

Paper • 2605.08299 • Published 7 days ago • 9

Continual Harness: Online Adaptation for Self-Improving Foundation Agents

Paper • 2605.09998 • Published 4 days ago • 15

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training

Paper • 2605.12483 • Published 3 days ago • 8

Teaching Language Models to Think in Code

Paper • 2605.07237 • Published 4 days ago • 19

upvoted a paper 3 days ago

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published 7 days ago • 63

upvoted 5 papers 6 days ago

AI Co-Mathematician: Accelerating Mathematicians with Agentic AI

Paper • 2605.06651 • Published 8 days ago • 15

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

Paper • 2605.06130 • Published 8 days ago • 104

SkillOS: Learning Skill Curation for Self-Evolving Agents

Paper • 2605.06614 • Published 8 days ago • 39

Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes

Paper • 2605.05724 • Published 8 days ago • 15

Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration

Paper • 2605.05566 • Published 8 days ago • 36

upvoted 9 papers 9 days ago

Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding

Paper • 2604.26779 • Published 16 days ago • 13

Large Language Models Explore by Latent Distilling

Paper • 2604.24927 • Published 18 days ago • 74

Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization

Paper • 2604.24952 • Published 18 days ago • 6

Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models

Paper • 2604.27251 • Published 16 days ago • 8

Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence

Paper • 2604.24954 • Published 18 days ago • 22

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling

Paper • 2604.27039 • Published 16 days ago • 24

Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists

Paper • 2604.28158 • Published 15 days ago • 47

Efficient Training on Multiple Consumer GPUs with RoundPipe

Paper • 2604.27085 • Published 16 days ago • 40

Co-Evolving Policy Distillation

Paper • 2604.27083 • Published 16 days ago • 64