pytorchrl
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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
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Agent Components
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Actors
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Memory Networks
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Memory Networks
Gated Recurrent Unit (GRU)