Shaping Belief States with Generative Environment Models for RL
Gregor et al.: https://arxiv.org/abs/1906.09237v2
#RL #SelfSupervised #GenerativeWorldModels #BeliefStates
Gregor et al.: https://arxiv.org/abs/1906.09237v2
#RL #SelfSupervised #GenerativeWorldModels #BeliefStates
arXiv.org
Shaping Belief States with Generative Environment Models for RL
When agents interact with a complex environment, they must form and maintain
beliefs about the relevant aspects of that environment. We propose a way to
efficiently train expressive generative...
beliefs about the relevant aspects of that environment. We propose a way to
efficiently train expressive generative...
Learning World Graphs to Accelerate Hierarchical Reinforcement Learning
Shang et al.: https://arxiv.org/abs/1907.00664
#reinforcementlearning #rl #machinelearning #graphs
Shang et al.: https://arxiv.org/abs/1907.00664
#reinforcementlearning #rl #machinelearning #graphs
arXiv.org
Learning World Graphs to Accelerate Hierarchical Reinforcement Learning
In many real-world scenarios, an autonomous agent often encounters various
tasks within a single complex environment. We propose to build a graph
abstraction over the environment structure to...
tasks within a single complex environment. We propose to build a graph
abstraction over the environment structure to...
Free «Advanced Deep Learning and Reinforcement Learning» course.
#DeepMind researchers have released video recordings of lectures from «Advanced Deep Learning and Reinforcement Learning» a course on deep RL taught at #UCL earlier this year.
YouTube Playlist: https://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs
#course #video #RL #DL
#DeepMind researchers have released video recordings of lectures from «Advanced Deep Learning and Reinforcement Learning» a course on deep RL taught at #UCL earlier this year.
YouTube Playlist: https://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs
#course #video #RL #DL
🎓 Reinforcement Learning Course from OpenAI
Reinforcement Learning becoming significant part of the data scientist toolbox.
OpenAI created and published one of the best courses in #RL. Algorithms implementation written in #Tensorflow.
But if you are more comfortable with #PyTorch, we have found #PyTorch implementation of this algs
OpenAI Course: https://spinningup.openai.com/en/latest/
Tensorflow Code: https://github.com/openai/spinningup
PyTorch Code: https://github.com/kashif/firedup
#MOOC #edu #course #OpenAI
Reinforcement Learning becoming significant part of the data scientist toolbox.
OpenAI created and published one of the best courses in #RL. Algorithms implementation written in #Tensorflow.
But if you are more comfortable with #PyTorch, we have found #PyTorch implementation of this algs
OpenAI Course: https://spinningup.openai.com/en/latest/
Tensorflow Code: https://github.com/openai/spinningup
PyTorch Code: https://github.com/kashif/firedup
#MOOC #edu #course #OpenAI
GitHub
GitHub - openai/spinningup: An educational resource to help anyone learn deep reinforcement learning.
An educational resource to help anyone learn deep reinforcement learning. - openai/spinningup
MIT's 1-week deep learning bootcamp is available online for free.
Check out the intro talk here:https://www.youtube.com/watch?v=5v1JnYv_yWs&fbclid=IwAR3bSAJGZzf04z1BnREJMpZsX6IUVcFtHfoolgh-apLwKXhPBMTAySAF9Rk
#DeepLearning #ML #MachineLearning #RL #DL
Check out the intro talk here:https://www.youtube.com/watch?v=5v1JnYv_yWs&fbclid=IwAR3bSAJGZzf04z1BnREJMpZsX6IUVcFtHfoolgh-apLwKXhPBMTAySAF9Rk
#DeepLearning #ML #MachineLearning #RL #DL