Best AI papers explained

550 Avsnitt

1. Preference Learning with Response Time

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

    Publicerades: 2025-05-29
17. Planning without Search: Refining Frontier LLMs with Offline Goal-Conditioned RL

    Publicerades: 2025-05-29
18. Value-Guided Search for Efficient Chain-of-Thought Reasoning

    Publicerades: 2025-05-29
19. Shallow Preference Signals: Large Language model aligns even better without truncated data?

    Publicerades: 2025-05-29
20. Gaming Tool Preferences in Agentic LLMs

    Publicerades: 2025-05-29