Active Reasoning

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Asap7772 

authored 3 papers 3 months ago

Personalized Preference Fine-tuning of Diffusion Models

Paper • 2501.06655 • Published Jan 11

Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models

Paper • 2502.17387 • Published Feb 24 • 7

RLAD: Training LLMs to Discover Abstractions for Solving Reasoning Problems

Paper • 2510.02263 • Published Oct 2 • 8

Asap7772 

published a dataset 8 months ago

active-reasoning/math_reasoning_benchmark

Viewer • Updated Feb 26 • 872 • 15

CohenQu 

authored 3 papers 10 months 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 Mar 10 • 47

Asap7772 

authored a paper 10 months ago

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

Paper • 2503.01307 • Published Mar 3 • 38

CohenQu 

updated a dataset 10 months ago

active-reasoning/AIME

Viewer • Updated Feb 26 • 919 • 9 • 1

CohenQu 

published a dataset 10 months ago

active-reasoning/AIME

Viewer • Updated Feb 26 • 919 • 9 • 1

CohenQu 

updated 2 datasets 10 months ago

active-reasoning/math_reasoning_benchmark

Viewer • Updated Feb 26 • 872 • 15

active-reasoning/MetaMATH-filtered

Viewer • Updated Feb 26 • 170k • 12 • 1

CohenQu 

published a dataset 10 months ago

active-reasoning/MetaMATH-filtered

Viewer • Updated Feb 26 • 170k • 12 • 1

aviralku 

authored 7 papers 11 months 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