Best AI papers explained

515 Episodio

1. SPIRAL: Self-Play for Reasoning Through Zero-Sum Games

   Pubblicato: 11/07/2025
2. Beyond Statistical Learning: Exact Learning Is Essential for General Intelligence

   Pubblicato: 11/07/2025
3. Aligning Learning and Endogenous Decision-Making

   Pubblicato: 11/07/2025
4. Reliable Statistical Inference with Synthetic Data from Large Language Models

   Pubblicato: 11/07/2025
5. Multi-Turn Reinforcement Learning from Human Preference Feedback

   Pubblicato: 10/07/2025
6. Provably Learning from Language Feedback

   Pubblicato: 09/07/2025
7. Markets with Heterogeneous Agents: Dynamics and Survival of Bayesian vs. No-Regret Learners

   Pubblicato: 05/07/2025
8. Why Neural Network Can Discover Symbolic Structures with Gradient-based Training: An Algebraic and Geometric Foundation

   Pubblicato: 05/07/2025
9. Causal Abstraction with Lossy Representations

   Pubblicato: 04/07/2025
10. The Winner's Curse in Data-Driven Decisions

    Pubblicato: 04/07/2025
11. Embodied AI Agents: Modeling the World

    Pubblicato: 04/07/2025
12. Beyond Statistical Learning: Exact Learning Is Essential for General Intelligence

    Pubblicato: 04/07/2025
13. What Has a Foundation Model Found? Inductive Bias Reveals World Models

    Pubblicato: 04/07/2025
14. Language Bottleneck Models: A Framework for Interpretable Knowledge Tracing and Beyond

    Pubblicato: 03/07/2025
15. Learning to Explore: An In-Context Learning Approach for Pure Exploration

    Pubblicato: 03/07/2025
16. Human-AI Matching: The Limits of Algorithmic Search

    Pubblicato: 25/06/2025
17. Uncertainty Quantification Needs Reassessment for Large-language Model Agents

    Pubblicato: 25/06/2025
18. Bayesian Meta-Reasoning for Robust LLM Generalization

    Pubblicato: 25/06/2025
19. General Intelligence Requires Reward-based Pretraining

    Pubblicato: 25/06/2025
20. Deep Learning is Not So Mysterious or Different

    Pubblicato: 25/06/2025