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21 changes: 21 additions & 0 deletions README.md
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Expand Up @@ -47,6 +47,27 @@ in our [technical report][Paper].
[documentation]: https://dm-acme.readthedocs.io/
[paper]: https://arxiv.org/abs/2006.00979

### Understanding the examples and demonstrations

Acme provides multiple entry points depending on how you prefer to learn:

- The `examples/` directory contains working code examples that show how to
instantiate agents and run them in different environments.

- The [quickstart notebook][Quickstart] provides the fastest path to running a
single agent end-to-end.

- The [tutorial notebook][Tutorial] offers a deeper, step-by-step explanation
of how Acme agents are constructed internally.

In addition, `bsuite_demonstrations.py` demonstrates how Acme agents are
evaluated using the bsuite benchmark, showcasing a more research-oriented
workflow with systematic evaluation and logging.

New users are encouraged to start with the quickstart notebook, then explore
the examples directory and bsuite demonstrations to better understand Acme’s
design philosophy.

## Installation

To get up and running quickly just follow the steps below:
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