TRFL : TensorFlow Reinforcement Learning
A library of reinforcement learning building blocks
By DeepMind: https://github.com/deepmind/trfl
#DeepLearning #TensorFlow #ReinforcementLearning
A library of reinforcement learning building blocks
By DeepMind: https://github.com/deepmind/trfl
#DeepLearning #TensorFlow #ReinforcementLearning
GitHub
GitHub - google-deepmind/trfl: TensorFlow Reinforcement Learning
TensorFlow Reinforcement Learning. Contribute to google-deepmind/trfl development by creating an account on GitHub.
Introduction to Reinforcement Learning
By DeepMind: https://www.youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM- OYHWgPebj2MfCFzFObQ
#DeepLearning #ReinforcementLearning #Robotics
By DeepMind: https://www.youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM- OYHWgPebj2MfCFzFObQ
#DeepLearning #ReinforcementLearning #Robotics
YouTube
RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning
#Reinforcement Learning Course by David Silver# Lecture 1: Introduction to Reinforcement Learning
#Slides and more info about the course: http://goo.gl/vUiyjq
#Slides and more info about the course: http://goo.gl/vUiyjq
Introduction to Reinforcement Learning
By DeepMind : https://youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
By DeepMind : https://youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
YouTube
RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning
#Reinforcement Learning Course by David Silver# Lecture 1: Introduction to Reinforcement Learning
Deep Multi-Agent Reinforcement Learning for Decentralized Continuous Cooperative Control
Christian Schroeder de Witt et al.: https://arxiv.org/abs/2003.06709
#MachineLearning #ArtificialIntelligence #ReinforcementLearning
Christian Schroeder de Witt et al.: https://arxiv.org/abs/2003.06709
#MachineLearning #ArtificialIntelligence #ReinforcementLearning
Deep reinforcement learning for de novo drug design
Popova et al.: https://advances.sciencemag.org/content/4/7/eaap7885
Code:
https://t.me/ArtificialIntelligenceArticles
https://github.com/isayev/ReLeaSE
#Covid19Response #DeepLearning #ReinforcementLearning
Popova et al.: https://advances.sciencemag.org/content/4/7/eaap7885
Code:
https://t.me/ArtificialIntelligenceArticles
https://github.com/isayev/ReLeaSE
#Covid19Response #DeepLearning #ReinforcementLearning
Science Advances
Deep reinforcement learning for de novo drug design
We have devised and implemented a novel computational strategy for de novo design of molecules with desired properties termed ReLeaSE (Reinforcement Learning for Structural Evolution). On the basis of deep and reinforcement learning (RL) approaches, ReLeaSE…
Suphx: Mastering Mahjong with Deep Reinforcement Learning
Li et al.: https://arxiv.org/abs/2003.13590
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
Li et al.: https://arxiv.org/abs/2003.13590
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
Hi everybody,
I'm looking for any open source information related to this work by Maksym Korablyov:
"Reinforcement learning for predicting protein-ligand binding position and affinity"
Thank you.
#DeepLearning #DrugDiscovery #ReinforcementLearning
I'm looking for any open source information related to this work by Maksym Korablyov:
"Reinforcement learning for predicting protein-ligand binding position and affinity"
Thank you.
#DeepLearning #DrugDiscovery #ReinforcementLearning
Introduction to Reinforcement Learning
By DeepMind : https://youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
@ArtificialIntelligenceArticles
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
By DeepMind : https://youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
@ArtificialIntelligenceArticles
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
YouTube
RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning
#Reinforcement Learning Course by David Silver# Lecture 1: Introduction to Reinforcement Learning
Neural Voice Puppetry: Audio-driven Facial Reenactment
Thies et al.: https://arxiv.org/abs/1912.05566
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
Thies et al.: https://arxiv.org/abs/1912.05566
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
RLlib: Scalable Reinforcement Learning
RLlib is an open-source library for reinforcement learning that offers both high scalability and a unified API for a variety of applications.
RLlib natively supports TensorFlow, TensorFlow Eager, and PyTorch, but most of its internals are framework agnostic.
The Ray Team : https://ray.readthedocs.io/en/latest/rllib.html
#ReinforcementLearning #PyTorch #TensorFlow
RLlib is an open-source library for reinforcement learning that offers both high scalability and a unified API for a variety of applications.
RLlib natively supports TensorFlow, TensorFlow Eager, and PyTorch, but most of its internals are framework agnostic.
The Ray Team : https://ray.readthedocs.io/en/latest/rllib.html
#ReinforcementLearning #PyTorch #TensorFlow
COVID-19 Anti-Viral Cure Using Deep Reinforcement Learning
Ifiok Charles : https://github.com/Ifiokcharles/COVID-19-Anti-viral-cure-using-deep-reinforcement-learning
#Covid19 #DeepLearning #ReinforcementLearning
Ifiok Charles : https://github.com/Ifiokcharles/COVID-19-Anti-viral-cure-using-deep-reinforcement-learning
#Covid19 #DeepLearning #ReinforcementLearning
GitHub
GitHub - Ifiokcharles/COVID-19-Anti-viral-cure-using-deep-reinforcement-learning
Contribute to Ifiokcharles/COVID-19-Anti-viral-cure-using-deep-reinforcement-learning development by creating an account on GitHub.
Building a Powerful DQN in TensorFlow 2.0 (explanation & tutorial)
Sebastian Theiler: https://medium.com/analytics-vidhya/building-a-powerful-dqn-in-tensorflow-2-0-explanation-tutorial-d48ea8f3177a
#ReinforcementLearning #MachineLearning #Python #TensorFlow
Sebastian Theiler: https://medium.com/analytics-vidhya/building-a-powerful-dqn-in-tensorflow-2-0-explanation-tutorial-d48ea8f3177a
#ReinforcementLearning #MachineLearning #Python #TensorFlow
Medium
Building a Powerful DQN in TensorFlow 2.0 (explanation & tutorial)
And scoring 350+ by implementing extensions such as double dueling DQN and prioritized experience replay
Using Reinforcement Learning in the Algorithmic Trading Problem
Ponomarev et al.: https://arxiv.org/abs/2002.11523
#DeepLearning #ReinforcementLearning #Trading
Ponomarev et al.: https://arxiv.org/abs/2002.11523
#DeepLearning #ReinforcementLearning #Trading
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
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 ...
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
Deep Reinforcement Learning
CS 285 at UC Berkeley, Fall 2020
Levine et al.: https://www.youtube.com/playlist?list=PL_iWQOsE6TfURIIhCrlt-wj9ByIVpbfGc
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
CS 285 at UC Berkeley, Fall 2020
Levine et al.: https://www.youtube.com/playlist?list=PL_iWQOsE6TfURIIhCrlt-wj9ByIVpbfGc
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
YouTube
Deep Reinforcement Learning: CS 285 Fall 2020
Lectures for UC Berkeley CS 285: Deep Reinforcement Learning.
Deep Learning Drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
GitHub by Marimuthu Kalimuthu: https://github.com/kmario23/deep-learning-drizzle
#artificialintelligence #deeplearning #reinforcementlearning
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
GitHub by Marimuthu Kalimuthu: https://github.com/kmario23/deep-learning-drizzle
#artificialintelligence #deeplearning #reinforcementlearning
GitHub
GitHub - kmario23/deep-learning-drizzle: Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision…
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! - kmario23/deep-learning-drizzle
Reinforcement Learning Course at ASU, Spring, 2021
Dimitri Bertsekas: https://www.youtube.com/playlist?list=PLmH30BG15SIp79JRJ-MVF12uvB1qPtPzn
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
Dimitri Bertsekas: https://www.youtube.com/playlist?list=PLmH30BG15SIp79JRJ-MVF12uvB1qPtPzn
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
YouTube
Reinforcement Learning Course at ASU, Spring, 2021
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