What are the latest developments in Artificial Intelligence?¶
2021 Mar Recursive Classification: Replacing Rewards with Examples in RL
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)