Technology
Information about AI from the News, Publications, and Conferences
Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis
If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
Neural Information Processing Systems
In recent years, transformer-based models have revolutionized deep learning, particularly in sequence modeling.
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.87)
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL
Neural Information Processing Systems
Deep reinforcement learning (RL) is notoriously impractical to deploy due to sample inefficiency.
- North America > United States > Illinois (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Belgium (0.04)
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.95)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.69)
- Information Technology > Artificial Intelligence > Natural Language > Chatbot (0.68)
Survival Instinct in Offline Reinforcement Learning
Neural Information Processing Systems
This phenomenon cannot be easily explained by offline RL's return maximization objective.
- North America > United States > Illinois > Cook County > Chicago (0.04)
- Europe > Portugal > Porto > Porto (0.04)
- North America > Canada > Alberta > Census Division No. 11 > Edmonton Metropolitan Region > Edmonton (0.04)
- Europe > Netherlands > South Holland > Rotterdam (0.04)
- Europe > Finland > Uusimaa > Helsinki (0.04)
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.46)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
- North America > United States > California > San Francisco County > San Francisco (0.14)
- North America > United States > Washington > King County > Seattle (0.04)
- North America > United States > Utah > Salt Lake County > Salt Lake City (0.04)
- (9 more...)
- Europe > Germany > Baden-Württemberg > Tübingen Region > Tübingen (0.04)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
- Research Report > New Finding (0.93)
- Research Report > Experimental Study (0.93)
- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- Asia > China (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- (20 more...)
- Asia > Nepal (0.04)
- Asia > China > Heilongjiang Province > Harbin (0.04)
- Africa > Central African Republic > Ombella-M'Poko > Bimbo (0.04)
- Europe > Germany > Baden-Württemberg > Tübingen Region > Tübingen (0.14)
- North America > United States > Illinois > Cook County > Chicago (0.04)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- (2 more...)