Chmielewski

Eryk-Chmielewski's activity

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upvoted 3 papers 1 day ago

CoRe^2: Collect, Reflect and Refine to Generate Better and Faster

Paper • 2503.09662 • Published 3 days ago • 27

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Paper • 2503.10460 • Published 2 days ago • 13

WARM: On the Benefits of Weight Averaged Reward Models

Paper • 2401.12187 • Published Jan 22, 2024 • 19

upvoted 3 papers 3 days ago

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published 5 days ago • 34

Implicit Reasoning in Transformers is Reasoning through Shortcuts

Paper • 2503.07604 • Published 5 days ago • 17

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published 5 days ago • 73

upvoted an article 3 days ago

view article

Article

Open R1: Update #3

By and 9 others •

4 days ago

• 221

upvoted 5 papers 5 days ago

EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test

Paper • 2503.01840 • Published 12 days ago • 4

TinyR1-32B-Preview: Boosting Accuracy with Branch-Merge Distillation

Paper • 2503.04872 • Published 9 days ago • 14

Learning from Failures in Multi-Attempt Reinforcement Learning

Paper • 2503.04808 • Published 12 days ago • 17

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published 9 days ago • 42

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published 9 days ago • 87

upvoted a paper 6 days ago

R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 8 days ago • 25

upvoted 2 collections 7 days ago

DigiRL

Collection

Online RL for digital agents. • 4 items • Updated Feb 10 • 3

Digi-Q

Collection

What will happen if we train a Q function for digital agents? • 4 items • Updated 25 days ago • 3

upvoted a paper 17 days ago

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Paper • 2502.18449 • Published 18 days ago • 68

upvoted 4 papers about 1 month ago

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9 • 34

UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Paper • 2501.12326 • Published Jan 21 • 54

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24 • 25

ARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer

Paper • 2501.15570 • Published Jan 26 • 23