Chmielewski

Eryk-Chmielewski's activity

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upvoted a paper about 12 hours ago

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Paper • 2602.02474 • Published 10 days ago • 53

upvoted a paper about 14 hours ago

When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning

Paper • 2602.10560 • Published 1 day ago • 21

upvoted 4 papers about 15 hours ago

Self-Generative Adversarial Fine-Tuning for Large Language Models

Paper • 2602.01137 • Published 11 days ago • 1

Position: Agentic Evolution is the Path to Evolving LLMs

Paper • 2602.00359 • Published 13 days ago • 6

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment

Paper • 2601.14249 • Published 23 days ago • 11

Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems

Paper • 2602.08847 • Published 3 days ago • 18

liked 2 models 1 day ago

Snowflake/Arctic-AWM-14B

Reinforcement Learning • 15B • Updated 2 days ago • 25 • 4

inclusionAI/Ming-flash-omni-2.0

Any-to-Any • 104B • Updated about 14 hours ago • 2.7k • 132

upvoted 4 papers 1 day ago

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published 4 days ago • 236

Learning to Continually Learn via Meta-learning Agentic Memory Designs

Paper • 2602.07755 • Published 5 days ago • 2

VLA-JEPA: Enhancing Vision-Language-Action Model with Latent World Model

Paper • 2602.10098 • Published 2 days ago • 14

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published 4 days ago • 63

upvoted a collection 1 day ago

DR Tulu

Collection

Models and data associated with DR Tulu, http://allenai-web/papers/drtulu • 5 items • Updated Nov 25, 2025 • 35

upvoted an article 1 day ago

view article

Article

Building Deep Research: How we Achieved State of the Art

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Nov 24, 2025

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35

upvoted a paper 2 days ago

LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth

Paper • 2602.07962 • Published 4 days ago • 24

upvoted 2 papers 3 days ago

F-GRPO: Don't Let Your Policy Learn the Obvious and Forget the Rare

Paper • 2602.06717 • Published 6 days ago • 67

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published 9 days ago • 52

upvoted 3 papers 4 days ago

Maximum Likelihood Reinforcement Learning

Paper • 2602.02710 • Published 10 days ago • 1

Reinforced Attention Learning

Paper • 2602.04884 • Published 8 days ago • 27

Privileged Information Distillation for Language Models

Paper • 2602.04942 • Published 8 days ago • 24