Awesome AGI

A list of Artificial-General-Inteligence related resources.

AGI

• MIT lessons - Artificial-General-Inteligence lessons of MIT.
• openCog - An org whose aim is to create an open source framework for AGI.
• Vicarious Company - A company which is developing a AGI for robots.
• Artificial Life: Frog - A test project for creating artificial life
• Sparks of Artificial General Intelligence: Early experiments with GPT-4 - GPT-4

NLP

• Speech and Language Processing -
• Stanford CS224n - Stanford NLP lessons
• Improving Language Understanding by Generative Pre-Training - Presented by OpenAI.
• Deep contextualized word representations -
• Universal Language Model Fine-tuning for Text Classification -
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding - here is an implement for this.

Reinforcement Learning

• Introduction of Reinforcement Learning -

Transfer Learning

• Everything about Transfer Learning and Domain Adaptation(中文/Mandarin)

Unsorted

• The Superintelligent Will: Motivation and Instrumental rationality in advanced artificial agents -
• Hierarchical compositional feature learning - by Vicarious .
• A backward pass through a CNN using a generative model of its activations - by Vicarious .
• Criteria for consciousness in humans and other mammals - Definition of consciousness.