OpenAI’s Long Pursuit of Dota 2 Mastery
Full story of the project on medium
https://medium.com/syncedreview/openais-long-pursuit-of-dota-2-mastery-1d3a861472bd
#OpenAI
Full story of the project on medium
https://medium.com/syncedreview/openais-long-pursuit-of-dota-2-mastery-1d3a861472bd
#OpenAI
Medium
OpenAI’s Long Pursuit of Dota 2 Mastery
A hearty round of applause arose from the crowd packing the Vancouver Rogers Centre on August 22 when a team of unassuming scientists…
An agent which learned to play Mario without rewards. Instead, it was incentivized to avoid "boredom" (that is, getting into states where it can predict what will happen next). Discovered warp levels, how to defeat bosses, etc.
Link: https://blog.openai.com/reinforcement-learning-with-prediction-based-rewards/
#RL #openai
Link: https://blog.openai.com/reinforcement-learning-with-prediction-based-rewards/
#RL #openai
OpenAI’s new model can generate surprisingly realistic fake news.
New model, called GPT-2 is an unsupervised language model that can generate coherent paragraphs and perform rudimentary reading comprehension, machine translation, question answering, and summarization — all without task-specific training.
Link: https://blog.openai.com/better-language-models/
Paper: https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf
#OpenAI #NLP #fakenews #qa #DL
New model, called GPT-2 is an unsupervised language model that can generate coherent paragraphs and perform rudimentary reading comprehension, machine translation, question answering, and summarization — all without task-specific training.
Link: https://blog.openai.com/better-language-models/
Paper: https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf
#OpenAI #NLP #fakenews #qa #DL
Open AI releasing MMO.
Spoiler: it is not MMORPG. It is Massively Multiagent Mame environment for reinforcement learning agents. It will allow to develop something what for #trueAI will be like an amoeba to human. But it’s live now.
Link: https://blog.openai.com/neural-mmo/
Github: https://github.com/openai/neural-mmo
3DClient github: https://github.com/jsuarez5341/neural-mmo-client
#OpenAI
Spoiler: it is not MMORPG. It is Massively Multiagent Mame environment for reinforcement learning agents. It will allow to develop something what for #trueAI will be like an amoeba to human. But it’s live now.
Link: https://blog.openai.com/neural-mmo/
Github: https://github.com/openai/neural-mmo
3DClient github: https://github.com/jsuarez5341/neural-mmo-client
#OpenAI
Data Science by ODS.ai 🦜
Exploring Neural Networks with Activation Atlases Amazing interactive article on feature visualizations, letting us see through the eyes of the neural network. The hidden layers of neural networks are quite fun to inspect. Interactive website: https:…
Introducing Activation Atlases by #OpenAI
OpenAI in collaboration with #Google created activation atlases, a new technique for visualizing what interactions between neurons can represent.
Link: https://blog.openai.com/introducing-activation-atlases/
Direct demo link: https://distill.pub/2019/activation-atlas/app.html
Github: https://github.com/tensorflow/lucid/#activation-atlas-notebooks
OpenAI in collaboration with #Google created activation atlases, a new technique for visualizing what interactions between neurons can represent.
Link: https://blog.openai.com/introducing-activation-atlases/
Direct demo link: https://distill.pub/2019/activation-atlas/app.html
Github: https://github.com/tensorflow/lucid/#activation-atlas-notebooks
OpenAI
Introducing Activation Atlases
We’ve created activation atlases (in collaboration with researchers from Google Brain), a new technique for visualizing interactions between neurons.
OpenAI’s MuseNet architecture to generate music.
#MuseNet — neural network which discovered how to generate music from first 5 or so notes, using many different instruments and styles.
Post: https://openai.com/blog/musenet/
MuseNet will play an experimental concert today from 12–3pm PT on livestream: http://twitch.tv/openai
#audiolearning #musicgeneration #OpenAI #soundgeneration
#MuseNet — neural network which discovered how to generate music from first 5 or so notes, using many different instruments and styles.
Post: https://openai.com/blog/musenet/
MuseNet will play an experimental concert today from 12–3pm PT on livestream: http://twitch.tv/openai
#audiolearning #musicgeneration #OpenAI #soundgeneration
Openai
MuseNet
We’ve created MuseNet, a deep neural network that can generate 4-minute musical compositions with 10 different instruments, and can combine styles from country to Mozart to the Beatles. MuseNet was not explicitly programmed with our understanding of music…
GPT-2: 6-Month Follow-Up
#OpenAI released the 774 million parameter #GPT2 language model.
Link: https://openai.com/blog/gpt-2-6-month-follow-up/
#NLU #NLP
#OpenAI released the 774 million parameter #GPT2 language model.
Link: https://openai.com/blog/gpt-2-6-month-follow-up/
#NLU #NLP
Openai
GPT-2: 6-month follow-up
We’re releasing the 774 million parameter GPT-2 language model after the release of our small 124M model in February, staged release of our medium 355M model in May, and subsequent research with partners and the AI community into the model’s potential for…