Forecasting AI Progress: Evidence from a Survey of Machine Learning Researchers.
Baobao ZhangNoemi DrekslerMarkus AnderljungLauren KahnCharlie GiattinoAllan DafoeMichael C. HorowitzPublished in: CoRR (2022)
Keyphrases
- machine learning
- artificial intelligence
- computer science
- data mining
- ai community
- knowledge representation
- short term
- decision trees
- natural language processing
- long term
- case based reasoning
- computational intelligence
- active learning
- learning algorithm
- areas of computer science
- expert systems
- empirical evidence
- computational linguistics
- areas of artificial intelligence
- explanation based learning
- machine learning methods
- intelligent systems
- knowledge based systems
- machine learning algorithms
- pattern recognition
- data analysis
- support vector machine
- knowledge acquisition
- learning tasks
- reinforcement learning
- researchers and practitioners
- machine learning approaches
- medium term
- computer vision
- financial time series
- computer scientists
- support vector regression
- inductive learning
- information extraction
- inductive logic programming
- transfer learning