Active Reasoning

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CohenQu 

authored 3 papers 1 day ago

Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Paper • 2407.18219 • Published Jul 25, 2024 • 3

Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning

Paper • 2310.18247 • Published Oct 27, 2023

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published 3 days ago • 25

Asap7772 

authored a paper 9 days ago

Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Paper • 2503.01307 • Published 10 days ago • 31

CohenQu 

updated a dataset 15 days ago

active-reasoning/AIME

Viewer • Updated 15 days ago • 919 • 59 • 1

CohenQu 

published a dataset 15 days ago

active-reasoning/AIME

Viewer • Updated 15 days ago • 919 • 59 • 1

CohenQu 

updated a dataset 15 days ago

active-reasoning/MetaMATH-filtered

Viewer • Updated 15 days ago • 170k • 92 • 1

CohenQu 

published a dataset 15 days ago

active-reasoning/MetaMATH-filtered

Viewer • Updated 15 days ago • 170k • 92 • 1

aviralku 

authored 12 papers 30 days ago

Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models

Paper • 2310.10639 • Published Oct 16, 2023 • 3

Vision-Language Models Provide Promptable Representations for Reinforcement Learning

Paper • 2402.02651 • Published Feb 5, 2024

ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL

Paper • 2402.19446 • Published Feb 29, 2024

Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Paper • 2403.05612 • Published Mar 8, 2024 • 3

Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data

Paper • 2404.14367 • Published Apr 22, 2024 • 1

RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold

Paper • 2406.14532 • Published Jun 20, 2024

Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Paper • 2407.18219 • Published Jul 25, 2024 • 3

Generative Verifiers: Reward Modeling as Next-Token Prediction

Paper • 2408.15240 • Published Aug 27, 2024 • 13

Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning

Paper • 2410.08146 • Published Oct 10, 2024

Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance

Paper • 2410.13816 • Published Oct 17, 2024 • 2

Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data

Paper • 2412.07762 • Published Dec 10, 2024

Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models

Paper • 2412.15287 • Published Dec 18, 2024