Learning Adaptive Parallel Reasoning with Language Models Paper • 2504.15466 • Published 17 days ago • 42
Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models Paper • 2502.17387 • Published Feb 24 • 6
Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs Paper • 2503.01307 • Published Mar 3 • 38
Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs Paper • 2503.01307 • Published Mar 3 • 38
Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models Paper • 2407.07086 • Published Jul 9, 2024
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8 • 97
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8 • 97
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8 • 97
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8 • 97
Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation Paper • 2410.02725 • Published Oct 3, 2024 • 1
Open X-Embodiment: Robotic Learning Datasets and RT-X Models Paper • 2310.08864 • Published Oct 13, 2023 • 2
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Paper • 2307.15818 • Published Jul 28, 2023 • 29
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning Paper • 2408.08441 • Published Aug 15, 2024 • 8
Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data Paper • 2404.14367 • Published Apr 22, 2024 • 1
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models Paper • 2311.18232 • Published Nov 30, 2023 • 1
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Paper • 2408.03314 • Published Aug 6, 2024 • 63
PERSONA: A Reproducible Testbed for Pluralistic Alignment Paper • 2407.17387 • Published Jul 24, 2024 • 20
PERSONA: A Reproducible Testbed for Pluralistic Alignment Paper • 2407.17387 • Published Jul 24, 2024 • 20