Best AI papers explained

474 Avsnitt

1. Diffusion Guidance Is a Controllable Policy Improvement Operator

   Publicerades: 2025-06-02
2. Alita: Generalist Agent With Self-Evolution

   Publicerades: 2025-06-02
3. A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning

   Publicerades: 2025-06-02
4. Learning Compositional Functions with Transformers from Easy-to-Hard Data

   Publicerades: 2025-06-02
5. Preference Learning with Response Time

   Publicerades: 2025-06-02
6. Accelerating RL for LLM Reasoning with Optimal Advantage Regression

   Publicerades: 2025-05-31
7. Algorithms for reliable decision-making need causal reasoning

   Publicerades: 2025-05-31
8. Belief Attribution as Mental Explanation: The Role of Accuracy, Informativity, and Causality

   Publicerades: 2025-05-31
9. Distances for Markov chains from sample streams

   Publicerades: 2025-05-31
10. When and Why LLMs Fail to Reason Globally

    Publicerades: 2025-05-31
11. IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

    Publicerades: 2025-05-31
12. No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference

    Publicerades: 2025-05-31
13. Accelerating RL for LLM Reasoning with Optimal Advantage Regression

    Publicerades: 2025-05-31
14. Statistical Inference for Online Algorithms

    Publicerades: 2025-05-31
15. Prismatic Synthesis for Diverse LLM Reasoning Data

    Publicerades: 2025-05-31
16. Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents

    Publicerades: 2025-05-31
17. The Agentic Economy

    Publicerades: 2025-05-30
18. Statistics for Large Language Models

    Publicerades: 2025-05-29
19. Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search

    Publicerades: 2025-05-29
20. Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning

    Publicerades: 2025-05-29