pytorchrl
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Getting started:
Motivation
Installation
PyTorchRL API:
Agent Components
Actors
Algorithms
Available Environments
Environment Vectors
Storage
Off-policy
On-Policy
Model-Based
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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Storage
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Storage
Off-policy
Replay buffer
N-Step Replay Buffer
Prioritized Experience Replay Buffer
Emphasizing Recent Experience Replay Buffer (ERE)
Hindsight experience replay buffer (HER)
On-Policy
Vanilla On-Policy Buffer
Generalized Advantage Estimator (GAE) Buffer
V-trace Buffer
Proximal Policy Optimization with Demonstrations Buffer (PPOD)
Model-Based
ModelBased Replay Buffer
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