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Discover the best community collections!

Collections including paper arxiv:2504.16084

RL+reason model

about 4 hours ago

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 30
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28 • 120
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 5

about 2 hours ago

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published 6 days ago • 94
TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 1 day ago • 68
What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models

Paper • 2503.24235 • Published 24 days ago • 53

about 3 hours ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 1 day ago • 68

about 17 hours ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 1 day ago • 68

about 23 hours ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 1 day ago • 68
Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published 3 days ago • 66

about 10 hours ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 1 day ago • 68
Describe Anything: Detailed Localized Image and Video Captioning

Paper • 2504.16072 • Published 1 day ago • 43

about 22 hours ago

PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters

Paper • 2504.08791 • Published 17 days ago • 123
TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 1 day ago • 68

To Read collection

interesting papers to read

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published 24 days ago • 62
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published about 1 month ago • 118
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 111
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 122

about 20 hours ago

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 30
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 122
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published 6 days ago • 94
Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published 3 days ago • 66

Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models

Paper • 2502.04404 • Published Feb 6 • 24
Learning Adaptive Parallel Reasoning with Language Models

Paper • 2504.15466 • Published 3 days ago • 35
TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 1 day ago • 68
THOUGHTTERMINATOR: Benchmarking, Calibrating, and Mitigating Overthinking in Reasoning Models

Paper • 2504.13367 • Published 7 days ago • 23

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