M Saad Salman

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upvoted 5 papers 3 days ago

Beyond Reward Engineering: A Data Recipe for Long-Context Reinforcement Learning

Paper • 2606.18831 • Published 10 days ago • 6

Self-Compacting Language Model Agents

Paper • 2606.23525 • Published 5 days ago • 16

Unlimited OCR Works

Paper • 2606.23050 • Published 5 days ago • 37

SkillHarness: Harnessing Safe Skills for Computer-Use Agents

Paper • 2606.20636 • Published 25 days ago • 20

CLI-Universe: Towards Verifiable Task Synthesis Engine for Terminal Agents

Paper • 2606.22883 • Published 5 days ago • 36

upvoted a paper 4 days ago

Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation

Paper • 2606.18844 • Published 10 days ago • 18

upvoted 4 papers 8 days ago

From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning

Paper • 2606.17682 • Published 11 days ago • 26

EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts

Paper • 2606.18967 • Published 10 days ago • 24

Understanding the Behaviors of Environment-aware Information Retrieval

Paper • 2606.16817 • Published 12 days ago • 9

FAPO: Fully Autonomous Prompt Optimization of Multi-Step LLM Pipelines

Paper • 2606.19605 • Published 10 days ago • 10

upvoted 3 papers 10 days ago

ExpRL: Exploratory RL for LLM Mid-Training

Paper • 2606.17024 • Published 12 days ago • 5

A Gradient Perspective on RLVR Stability and Winner Advantage Policy Optimization

Paper • 2606.16154 • Published 12 days ago • 8

LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling

Paper • 2606.18023 • Published 11 days ago • 207

upvoted a paper 11 days ago

FastContext: Training Efficient Repository Explorer for Coding Agents

Paper • 2606.14066 • Published 15 days ago • 93

upvoted 6 papers 12 days ago

Distilling LLM Feedback for Lean Theorem Proving

Paper • 2605.30861 • Published 29 days ago • 3

Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling

Paper • 2606.12370 • Published 17 days ago • 21

Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions

Paper • 2606.09076 • Published 19 days ago • 63

MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling

Paper • 2606.13473 • Published 16 days ago • 92

MiniMax Sparse Attention

Paper • 2606.13392 • Published 16 days ago • 148

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

Paper • 2606.06574 • Published 23 days ago • 24