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The Autonomous Learning Library

The Autonomous Learning Library is a PyTorch-based toolkit for building and evaluating reinforcement learning agents.

image

Here are some common links:

  • The GitHub repository.
  • The Getting Started guide.
  • An example project to help you get started building your own agents.
  • The Benchmark Performance for our preset agents.
  • The all.presets documentation, including default hyperparameters.

Enjoy!

guide/getting_started guide/basic_concepts guide/creating_agent guide/benchmark_performance

modules/agents modules/approximation modules/bodies modules/core modules/environments modules/experiments modules/logging modules/memory modules/nn modules/optim modules/policies modules/presets

Indices and tables

  • genindex
  • modindex
  • search