pytorchrl
latest
Getting started:
Motivation
Installation
PyTorchRL API:
Agent Components
Actors
Off-Policy Actor
On-Policy Actor
Model-Based Actor
Actor Components
Action prob. distributions
Feature Extractors
Memory Networks
Noise
Reward Functions
World Models
Algorithms
Available Environments
Environment Vectors
Storage
Training Components
Tutorials:
Breaking down PyTorchRL
Create a custom environment
Code examples:
Simplified Code Examples
Unity 3D Obstacle Tower Environment
pytorchrl
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Agent Components
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Actors
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Actors
Off-Policy Actor
On-Policy Actor
Model-Based Actor
Actor Components
Action prob. distributions
Categorical
Gaussian
Squashed Gaussian
Feature Extractors
Multilayer Perceptron (MLP)
Convolutional Neural Network (CNN)
Residual CNN with Fixup initialization (Fixup)
Multimodal Neural Network (DictNet)
Memory Networks
Gated Recurrent Unit (GRU)
Noise
Gaussian Noise
Ornstein-Uhlenbeck Noise
Reward Functions
Gym CartPole
Gym Pendulum
MuJoCO Inverted Pendulum
MuJoCo HalfCheetah
PyBullet HalfCheetah
World Models
WorldModel
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