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Colabs

This directory contains utils.py, which provides a number of useful utilities for loading experiment statistics.

We also provide a set of colabs to help illustrate how you can use Dopamine.

Agents

In this colab we illustrate how to create a new agent by either subclassing DQN or by creating a new agent from scratch.

Loading statistics

In this colab we illustrate how to load and visualize the logs data produced by Dopamine.

Visualizing trained agents

In this colab we illustrate how to visualize a trained agent using the visualization utilities provided with Dopamine.

In this colab we can visualize trained agents' performance with the agents trained with the JAX implementations.

Visualizing with Tensorboard

In this colab we illustrate how to download and visualize different agents with Tensorboard.

Training on Cartpole

In this colab we illustrate how to train DQN and C51 on the Cartpole environment.