What are the latest developments in Artificial Intelligence?

2021 Mar Recursive Classification: Replacing Rewards with Examples in RL

2021 Mar Facebook trains SEER that can learn from any random group of images without need for careful labeling.

2021 Jan OpenAI trains DALL·E to create images from text

2020 Dec MuZero: Mastering Go, chess, shogi and Atari without rules

2020 Dec Multi-expert learning of adaptive legged locomotion

2020 Dec ReBeL: A general game-playing AI bot that excels at poker and more

2020 Oct Rethinking Attention with Performers

2020 Sep Advancing NLP with Efficient Projection-Based Model Architectures

2020 Jun PEGASUS: A State-of-the-Art Model for Abstractive Text Summarization

2020 Jun Using Selective Attention in Reinforcement Learning Agents

2020 May 40 Years on, PAC-MAN Recreated with AI by NVIDIA Researchers

2020 May Evaluating Natural Language Generation with BLEURT

2020 May DADS: Unsupervised Reinforcement Learning for Skill Discovery

2020 Apr Facebook’s open source chatbot

2020 Mar Agent57: Outperforming the human Atari benchmark

2020 Mar Introducing Dreamer: Scalable Reinforcement Learning Using World Models

2020 Feb Exploring Transfer Learning with T5: the Text-To-Text Transfer Transformer

2019 Dec Learning human objectives by evaluating hypothetical behaviours

2019 Dec ALBERT: A Lite BERT for Self-Supervised Learning of Language Representations

2019 Nov Towards Personalized Dialog Policies for Conversational Skill Discovery

2019 Oct Solving Rubik’s Cube with a Robot Hand

2019 Jul First AI that beats pros in 6-player poker

2019 May Moving Camera, Moving People: A Deep Learning Approach to Depth Prediction

2019 May Capture the Flag: the emergence of complex cooperative agents

2019 May EfficientNet: Improving Accuracy and Efficiency through AutoML and Model Scaling

2019 Apr MuseNet: A Neural Network that can generate 4 minute musical compositions

2019 Apr MorphNet: Towards Faster and Smaller Neural Networks

2019 Mar Model-Based Reinforcement Learning

2019 Feb Introducing PlaNet: A Deep Planning Network for Reinforcement Learning

2019 Jan AlphaStar: Mastering the Real-Time Strategy Game StarCraft II

2019 Jan Transformer-XL: Unleashing the Potential of Attention Models

2018 Dec AlphaFold: Using AI for scientific discovery

2018 Nov Open Sourcing BERT: State-of-the-Art Pre-training for Natural Language Processing

2018 Oct Training AI agents to solve unfamiliar tasks

2018 Oct Curiosity and Procrastination in Reinforcement Learning

2018 Oct Introducing AdaNet: Fast and Flexible AutoML with Learning Guarantees

2018 Aug Objects that Sound

2018 July Learning Dexterity

2018 Mar Understanding deep learning through neuron deletion

2018 Mar Expressive Speech Synthesis with Tacotron

2017 Dec Tacotron 2: Generating Human-like Speech from Text

2017 Oct Competitive Self-Play

2017 Aug Transformer: A Novel Neural Network Architecture for Language Understanding

2017 Jun Producing flexible behaviours in simulated environments

2017 Jun Interpreting Deep Neural Networks using Cognitive Psychology

2017 Jun A neural approach to relational reasoning

2017 Jun Learning to Cooperate, Compete, and Communicate

2017 May Using Machine Learning to Explore Neural Network Architecture

2017 Mar Learning to Communicate

2016 Sep WaveNet: A Generative Model for Raw Audio

2016 Jan AlphaGo: Mastering the ancient game of Go with Machine Learning

2015 Jun Going Deeper into Neural Networks

2015 Apr Deep Networks for Video Classification

2015 Feb Human-level control through Deep Reinforcement Learning

2014 Nov Building a natural description of images

2014 Sep GoogLeNet placed first in the ImageNet large-scale visual recognition challenge (ILSVRC)

2012 Aug Google’s large scale deep learning project learns to discover patterns in large datasets, including… cats on YouTube