Reinforcement Learning book, (Sutton & Barto, 2018)

#ReinforcementLearning

Link to the free version

🔭 @DeepGravity

Deep Learning book, (Ian Goodfellow, Yoshua Bengio, & Aaron Courville, 2016)

#DeepLearning

Link to the free version

🔭 @DeepGravity

Some great Reinforcement Learning groups:

🔗 https://www.incompleteideas.net/

🔗 https://www-anw.cs.umass.edu/~barto/

🔗 https://deepmind.com/

🔗 https://openai.com/

🔗 https://rail.eecs.berkeley.edu/deeprlcourse/

#ReinforcementLearning

🔭 @DeepGravity
https://people.eecs.berkeley.edu/~pabbeel/

3 ways to create a Keras model with TensorFlow 2.0

Link to article and codes

#Tensorflow #Keras

🔭 @DeepGravity

A great YouTube channel for learning Python

Link to the channel

#Python

🔭 @DeepGravity

PhD and Postdoc positions

Postdoc and PhD position in using geometry to operationalize representation learning

Ph.D. Position - Automated and connected driving / Intelligent Infrastructure Systems

Research Associate Position(s): “Learning Agents and Robots” Multidisciplinary Research Group (MRG)

Doctoral student-Stochastic Modeling/Optimization of Edge Computing Systems

The International Max Planck Research School (IMPRS) for Intelligent Systems (IS) started in fall 2017.

PhD position in Computer Science, Örebro University

#Job

🔭 @DeepGravity

Workshops and Conferences

PerIoT 2020: The Fourth International Workshop on Mobile and Pervasive Internet of Things

6TH ACM INTERNATIONAL WORKSHOP ON SECURITY AND PRIVACY ANALYTICS

The AAAI-20 Workshop On Affective Content Analysis AFFCON2020: Interactive Affective Response

2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics

#Event

🔭 @DeepGravity

OpenAI has published the text-generating AI it said was too dangerous to share

The lab says it’s seen ‘no strong evidence of misuse so far’

More info

#OpenAI
#Text

🔭 @DeepGravity

See MIT's Mini Cheetah backflipping robots play a mean game of soccer

#Robot
#MIT

🔭 @DeepGravity

An introductory course to Linear Algebra

https://www.coursera.org/learn/linear-algebra-machine-learning

#LinearAlgebra

🔭 @DeepGravity

A new nice Deep Learning book:

Dive into Deep Learning (Nov 2019),
by Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola

Link to the codes

#DeepLearning
#Book

🔭 @DeepGravity

A simple intro to AlphaGo

Link to slides

YouTube link

#AlphaGo
#DeepReinforcementLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018

01 - Introduction to Machine Learning Based AI

YouTube

Slides

⚠️ Download all lectures and slides in zipfiles here: (part1) , (part2)

#DeepLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018

02 - Introduction to TensorFlow

YouTube

Slides

⚠️ Download all lectures and slides in zipfiles here: (part1) , (part2)

#DeepLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018

03 - Neural Networks Foundations

YouTube

Slides

⚠️ Download all lectures and slides in zipfiles here: (part1) , (part2)

#DeepLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018

04 - Beyond Image Recognition, End-to-End Learning, Embeddings

YouTube

Slides

⚠️ Download all lectures and slides in zipfiles here: (part1) , (part2)

#DeepLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018

05 - Optimization for Machine Learning

YouTube

Slides

⚠️ Download all lectures and slides in zipfiles here: (part1) , (part2)

#DeepLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018

06 - Deep Learning for NLP

YouTube

Slides

⚠️ Download all lectures and slides in zipfiles here: (part1) , (part2)

#DeepLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018

07 - Attention and Memory in Deep Learning

YouTube

Slides

⚠️ Download all lectures and slides in zipfiles here: (part1) , (part2)

#DeepLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018

08 - Unsupervised learning and generative models

YouTube

Slides

⚠️ Download all lectures and slides in zipfiles here: (part1) , (part2)

#DeepLearning
#DeepMind

🔭 @DeepGravity

DeepMind Deep Learning course 2018 (all lectures and slides) - part1

#DeepLearning
#DeepMind

🔭 @DeepGravity