List of Open-Source RL Algorithms
By Sergey Kolesnikov, https://docs.google.com/spreadsheets/d/1EeFPd-XIQ3mq_9snTlAZSsFY7Hbnmd7P5bbT8LPuMn0/edit#gid=0
#DeepLearning #MachineLearning #ReinforcementLearning
By Sergey Kolesnikov, https://docs.google.com/spreadsheets/d/1EeFPd-XIQ3mq_9snTlAZSsFY7Hbnmd7P5bbT8LPuMn0/edit#gid=0
#DeepLearning #MachineLearning #ReinforcementLearning
Google Docs
Open-source RL
The Deep Learning Lecture Series
A collaboration between DeepMind and the UCL Centre for Artificial Intelligence : https://www.youtube.com/playlist?list=PLqYmG7hTraZCDxZ44o4p3N5Anz3lLRVZF
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
A collaboration between DeepMind and the UCL Centre for Artificial Intelligence : https://www.youtube.com/playlist?list=PLqYmG7hTraZCDxZ44o4p3N5Anz3lLRVZF
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
YouTube
DeepMind x UCL | Deep Learning Lecture Series 2020
The Deep Learning Lecture Series is a collaboration between DeepMind and the UCL Centre for Artificial Intelligence. Over the past decade, Deep Learning has ...
We’re excited to announce that our Generative Adversarial Networks Specialization will launch on September 30!
Sign-up to be notified of upcoming course launches: https://hubs.ly/H0vLtPB0
Sign-up to be notified of upcoming course launches: https://hubs.ly/H0vLtPB0
Transformer Reinforcement Learning
Leandro von Werra, GitHub : https://github.com/lvwerra/trl
#ProximalPolicyOptimization #Transformer #ReinforcementLearning
Leandro von Werra, GitHub : https://github.com/lvwerra/trl
#ProximalPolicyOptimization #Transformer #ReinforcementLearning
GitHub
GitHub - huggingface/trl: Train transformer language models with reinforcement learning.
Train transformer language models with reinforcement learning. - huggingface/trl
The Sparse Future of Deep Learning
Could this be the next quantum leap in AI research?
https://towardsdatascience.com/the-sparse-future-of-deep-learning-bce05e8e094a
Could this be the next quantum leap in AI research?
https://towardsdatascience.com/the-sparse-future-of-deep-learning-bce05e8e094a
Medium
The Sparse Future of Deep Learning
Could this be the next quantum leap in AI research?
Can Single Neurons Solve MNIST? The Computational Power of Biological Dendritic Trees
Ilenna Simone Jones, Konrad Paul Kording : https://arxiv.org/abs/2009.01269
#Neurons #DeepLearning #Cognition
Ilenna Simone Jones, Konrad Paul Kording : https://arxiv.org/abs/2009.01269
#Neurons #DeepLearning #Cognition
ConvNets helping the visually impaired.
Wearable AI devices are going to become ubiquitous over the next decade.
I met the OrCam folks when they were just starting.
They've made a lot of progress in low-power ConvNet chips.
OrCam was founded by Amnon Shashua who also founded MobilEye (now part of Intel).
https://m.youtube.com/watch?feature=youtu.be&v=82oAUwwwG2Q
Post by yan lecun
Wearable AI devices are going to become ubiquitous over the next decade.
I met the OrCam folks when they were just starting.
They've made a lot of progress in low-power ConvNet chips.
OrCam was founded by Amnon Shashua who also founded MobilEye (now part of Intel).
https://m.youtube.com/watch?feature=youtu.be&v=82oAUwwwG2Q
Post by yan lecun
YouTube
OrCam and Messi are Empowering the Blind Community
Watch the magical moments when Leo Messi met exceptional individuals from the blind community and gave them the gift of independence, OrCam MyEye.
OrCam MyEye is the world's most advanced assistive wearable device that reads text, recognizes faces, identifies…
OrCam MyEye is the world's most advanced assistive wearable device that reads text, recognizes faces, identifies…
Microsoft releases a new version of DeepSpeed tool to enable the creation of deep learning models with a trillion parameters
Github: https://github.com/microsoft/DeepSpeed
Source: https://www.microsoft.com/en-us/research/project/deepspeed/
Paper: https://arxiv.org/abs/1910.02054
Github: https://github.com/microsoft/DeepSpeed
Source: https://www.microsoft.com/en-us/research/project/deepspeed/
Paper: https://arxiv.org/abs/1910.02054
GitHub
GitHub - deepspeedai/DeepSpeed: DeepSpeed is a deep learning optimization library that makes distributed training and inference…
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. - deepspeedai/DeepSpeed
tsBNgen, a Python Library to Generate Synthetic Data From an Arbitrary Bayesian Network.
Paper Summary: https://www.marktechpost.com/2020/09/15/tsbngen-a-python-library-to-generate-synthetic-data-from-an-arbitrary-bayesian-network/
Paper: https://arxiv.org/pdf/2009.04595.pdf
Github: https://github.com/manitadayon/tsBNgen/blob/master/tsbngen.pdf
Paper Summary: https://www.marktechpost.com/2020/09/15/tsbngen-a-python-library-to-generate-synthetic-data-from-an-arbitrary-bayesian-network/
Paper: https://arxiv.org/pdf/2009.04595.pdf
Github: https://github.com/manitadayon/tsBNgen/blob/master/tsbngen.pdf
MarkTechPost
tsBNgen, a Python Library to Generate Synthetic Data From an Arbitrary Bayesian Network.
tsBNgen, a Python Library to Generate Time Series and Sequential Data Based on an Arbitrary Dynamic Bayesian Network.